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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.
PPM1G 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
45.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
159.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
151.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
101.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
82.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
80.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
76.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
75.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
72.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
72.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
71.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
69.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
63.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
61.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
61.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
61.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
59.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
58.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
56.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
55.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
55.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
53.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
50.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
48.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
44.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
44.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
42.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
41.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
41.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
40.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
39.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
38.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
38.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
35.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
35.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
34.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
34.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
34.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
34.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
33.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
31.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
30.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
29.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
28.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
28.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
28.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
27.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
27.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
27.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
27.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
25.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
25.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
25.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
24.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
24.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
24.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
23.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
22.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
22.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
22.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
21.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
18.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
17.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
17.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
PPM1G is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
50.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
118.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
116.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
114.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
98.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
88.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
87.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
84.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
84.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
83.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
83.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
79.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
79.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
79.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
78.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
77.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
76.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
75.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
75.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
75.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
75.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
74.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
74.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
74.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
74.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
73.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
73.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
73.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
73.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
72.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
72.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
72.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
72.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
72.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
72.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
72.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
71.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
71.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
71.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
71.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
71.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
70.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
70.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
70.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
70.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
69.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
69.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
69.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
69.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
69.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
68.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
68.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
68.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
67.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
67.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
67.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
67.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
66.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
66.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
66.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
66.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
66.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
66.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
66.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
66.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
65.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
65.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
65.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
65.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
65.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
64.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
64.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
64.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
64.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
64.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
64.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
64.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
64.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
64.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
64.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
63.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
63.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
63.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
63.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
63.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
63.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
63.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
63.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
63.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
63.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
63.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
63.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
63.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
62.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
62.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
62.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
62.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
62.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
62.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
62.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
62.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
62.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
62.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
62.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
62.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
62.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
61.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
61.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
61.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
61.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
61.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
61.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
61.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
61.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
61.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
60.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
60.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
60.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
60.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
60.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
60.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
60.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
60.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
60.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
60.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
60.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
60.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
60.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
59.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
59.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
59.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
59.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
59.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
59.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
59.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
59.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
59.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
59.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
59.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
59.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
59.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
58.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
58.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
58.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
58.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
58.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
58.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
58.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
58.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
58.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
58.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
58.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
58.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
58.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
58.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
58.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
57.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
57.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
57.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
57.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
57.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
57.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
57.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
57.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
57.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
57.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
57.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
56.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
56.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
56.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
56.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
56.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
56.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
56.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
56.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
56.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
56.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
56.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
56.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
56.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
56.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
56.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
56.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
56.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
56.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
55.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
55.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
55.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
55.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
55.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
55.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
55.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
55.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
55.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
55.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
55.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
54.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
54.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
54.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
54.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
54.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
54.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
54.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
54.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
54.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
53.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
53.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
53.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
53.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
53.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
53.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
53.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
53.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
53.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
53.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
53.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
53.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
53.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
53.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
53.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
53.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
53.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
53.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
53.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
53.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
53.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
52.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
52.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
52.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
52.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
52.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
52.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
52.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
52.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
52.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
52.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
51.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
51.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
51.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
51.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
51.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
51.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
51.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
51.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
51.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
51.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
51.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
51.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
51.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
51.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
51.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
51.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
51.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
51.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
51.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
51.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
51.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
50.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
50.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
50.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
50.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
50.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
50.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
50.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
50.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
50.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
50.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
50.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
50.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
50.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
50.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
50.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
50.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
50.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
49.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
49.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
49.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
49.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
49.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
49.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
49.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
49.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
49.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
49.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
48.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
48.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
48.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
48.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
48.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
48.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
48.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
48.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
48.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
48.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
48.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
48.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
48.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
48.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
48.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
48.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
48.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
48.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
48.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
48.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
48.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
47.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
47.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
47.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
47.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
47.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
47.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
47.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
47.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
47.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
47.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
47.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
47.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
47.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
46.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
46.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
46.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
46.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
46.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
46.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
46.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
46.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
46.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
46.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
46.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
46.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
46.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
46.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
46.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
46.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
45.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
45.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
45.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
45.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
45.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
45.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
45.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
45.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
45.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
45.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
45.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
45.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
45.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
44.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
44.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
44.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
44.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
44.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
44.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
44.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
44.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
43.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
43.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
43.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
43.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
43.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
43.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
43.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
43.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
43.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
43.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
43.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
43.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
43.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
43.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
43.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
43.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
42.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
42.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
42.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
42.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
42.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
42.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
42.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
42.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
42.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
42.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
42.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
41.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
41.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
41.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
41.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
41.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
41.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
41.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
41.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
41.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
41.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
41.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
41.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
41.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
41.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
41.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
41.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
40.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
40.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
40.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
40.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
40.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
40.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
40.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
40.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
39.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
39.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
39.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
38.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
38.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
38.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
38.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
38.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
38.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
38.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
38.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
38.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
38.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
38.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
38.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
38.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
38.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
38.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
38.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
38.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
38.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
38.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
37.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
37.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
37.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
37.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
37.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
37.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
37.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
37.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
37.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
37.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
37.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
37.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
36.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
36.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
36.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
36.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
36.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
36.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
36.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
36.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
36.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
36.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
35.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
35.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
35.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
35.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
35.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
35.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
35.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
35.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
35.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
35.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
35.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
35.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
35.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
35.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
34.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
34.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
34.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
34.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
34.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
34.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
33.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
33.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
32.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
32.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
32.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
32.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
32.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
32.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
31.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
31.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
31.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
31.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
31.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
30.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
30.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
30.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
30.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
30.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
29.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
29.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
29.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
28.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
27.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
27.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
27.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
27.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
27.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
26.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
26.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
26.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
25.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
25.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
24.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
24.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
24.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
24.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
23.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
23.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
22.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
21.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
21.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
20.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
19.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
19.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
19.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
18.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
18.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
18.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
18.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
17.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
16.7
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.
PPM1G 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
50.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
133.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
93.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
90.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
80.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
77.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
77.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
66.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
64.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
64.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
64.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
64.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
62.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
61.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
60.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
57.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
57.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
57.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
57.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
56.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
56.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
56.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
56.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
56.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
56.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
56.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
55.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
55.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
55.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
55.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
55.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
54.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
54.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
53.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
53.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
53.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
52.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
52.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
52.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
52.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
51.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
51.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
51.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
51.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
51.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
50.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
50.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
49.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
49.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
49.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
49.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
49.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
49.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
49.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
48.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
48.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
47.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
47.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
47.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
47.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
47.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
47.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
46.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
46.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
46.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
46.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
46.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
46.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
46.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
45.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
44.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
43.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
43.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
43.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
43.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
42.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
41.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
41.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
40.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
40.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
40.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
40.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
39.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
38.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
38.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
38.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
37.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
37.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
37.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
37.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
37.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
36.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
35.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
35.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
35.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
34.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
34.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
33.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
31.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
28.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
PPM1G 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
71.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
386.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
174.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
171.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
169.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
168.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
157.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
156.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
154.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
151.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
145.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
144.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
143.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
142.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
141.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
141.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
137.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
137.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
129.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
127.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
127.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
125.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
124.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
124.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
124.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
119.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
116.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
116.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
115.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
114.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
114.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
111.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
111.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
110.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
110.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
109.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
109.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
107.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
106.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
106.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
102.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
102.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
102.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
101.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
101.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
101.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
100.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
99.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
98.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
97.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
97.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
96.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
96.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
96.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
95.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
92.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
90.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
89.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
89.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
88.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
87.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
87.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
86.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
85.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
85.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
84.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
83.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
83.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
83.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
83.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
82.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
82.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
82.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
82.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
81.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
80.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
80.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
80.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
79.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
79.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
79.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
79.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
78.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
78.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
78.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
78.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
76.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
76.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
75.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
75.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
75.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
75.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
74.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
74.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
74.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
73.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
73.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
73.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
73.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
72.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
72.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
72.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
72.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
72.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
71.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
71.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
71.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
71.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
71.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
70.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
70.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
70.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
70.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
70.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
70.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
69.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
69.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
69.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
69.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
69.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
69.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
69.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
68.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
68.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
68.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
68.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
67.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
67.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
67.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
66.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
66.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
66.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
66.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
66.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
66.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
66.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
65.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
65.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
65.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
65.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
65.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
64.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
64.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
64.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
64.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
63.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
63.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
63.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
62.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
62.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
62.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
62.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
61.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
61.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
61.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
61.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
61.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
61.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
61.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
61.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
61.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
61.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
61.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
60.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
60.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
60.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
60.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
60.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
59.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
59.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
58.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
58.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
58.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
58.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
57.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
57.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
57.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
57.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
56.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
56.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
56.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
56.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
56.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
56.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
56.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
56.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
55.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
55.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
55.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
55.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
55.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
55.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
55.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
54.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
54.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
54.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
54.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
54.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
54.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
54.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
53.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
53.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
53.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
53.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
53.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
52.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
52.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
52.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
52.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
52.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
52.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
51.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
51.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
51.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
50.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
50.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
50.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
50.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
50.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
49.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
49.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
48.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
48.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
48.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
48.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
47.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
46.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
46.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
45.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
45.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
45.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
44.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
44.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
43.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
43.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
43.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
43.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
42.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
41.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
41.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
41.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
41.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
40.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
40.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
40.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
40.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
39.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
39.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
39.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
39.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
39.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
39.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
39.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
38.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
38.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
38.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
38.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
38.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
37.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
37.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
37.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
37.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
37.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
37.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
37.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
37.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
36.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
36.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
35.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
34.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
34.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
33.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
32.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
31.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
30.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
27.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
26.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
26.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
25.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
25.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
24.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
23.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
22.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0017850003
Tumor
0.6
CPT0012180003
Tumor
0.5
CPT0001340003
Tumor
0.5
CPT0001180009
Tumor
0.4
CPT0012550003
Tumor
0.4
CPT0079410003
Tumor
0.4
CPT0069160003
Tumor
0.4
CPT0023350003
Tumor
0.4
CPT0092190003
Normal
0.4
CPT0065870003
Tumor
0.4
CPT0077320001
Normal
0.3
CPT0010160003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0012670003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0088760003
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0001260009
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0025580004
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0079380003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0025290003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0017410003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0007860003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0012640003
Normal
0.2
CPT0092730003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0012900004
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0069000003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0088500001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0012280003
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0075560003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0009080003
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0000640003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0078530001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0011240003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0081880003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0007320003
Tumor
0.0
CPT0076330003
Tumor
0.0
CPT0063630003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0024670003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0009000003
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0086030003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0092310003
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0066480003
Tumor
-0.2
CPT0089480003
Normal
-0.2
CPT0025110003
Tumor
-0.2
CPT0066430001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0012770003
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0015730003
Tumor
-0.2
CPT0012090003
Normal
-0.3
CPT0079180003
Tumor
-0.3
CPT0002270011
Tumor
-0.4
CPT0078660003
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
