We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
GNG10 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
35.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
84.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
82.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
78.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
75.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
68.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
66.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
61.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
59.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
59.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
56.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
55.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
54.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
51.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
50.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
50.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
49.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
46.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
46.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
46.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
46.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
46.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
44.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
42.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
42.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
41.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
39.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
38.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
38.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
38.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
37.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
36.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
34.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
33.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
32.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
31.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
30.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
30.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
29.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
28.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
27.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
27.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
25.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
23.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
23.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
23.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
22.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
22.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
21.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
20.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
19.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
18.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
18.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
15.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
15.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
14.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
14.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
12.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
10.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
9.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
7.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
5.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
5.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
2.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
GNG10 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
67.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
458.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
389.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
208.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
178.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
169.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
167.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
146.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
143.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
139.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
139.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
136.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
133.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
131.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
126.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
126.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
124.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
124.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
121.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
120.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
116.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
115.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
115.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
113.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
112.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
109.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
109.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
109.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
108.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
107.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
107.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
106.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
106.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
106.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
104.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
104.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
103.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
103.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
102.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
102.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
101.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
100.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
100.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
100.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
99.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
99.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
99.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
99.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
97.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
97.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
97.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
97.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
96.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
96.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
96.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
95.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
95.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
95.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
95.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
95.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
95.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
94.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
94.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
94.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
93.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
93.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
93.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
92.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
92.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
92.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
92.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
92.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
92.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
92.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
91.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
91.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
90.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
90.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
90.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
90.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
90.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
90.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
89.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
89.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
89.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
89.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
89.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
88.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
88.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
88.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
88.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
88.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
88.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
88.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
87.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
87.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
87.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
87.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
87.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
87.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
86.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
86.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
86.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
85.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
85.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
85.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
85.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
85.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
85.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
85.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
85.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
84.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
84.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
84.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
84.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
84.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
84.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
83.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
83.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
83.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
83.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
83.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
82.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
82.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
82.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
82.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
82.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
82.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
82.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
82.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
81.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
81.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
81.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
81.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
80.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
80.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
80.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
80.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
80.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
80.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
80.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
80.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
79.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
79.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
79.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
79.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
79.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
79.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
78.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
78.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
78.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
78.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
77.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
77.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
77.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
77.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
77.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
77.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
77.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
77.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
77.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
77.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
77.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
76.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
76.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
76.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
76.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
76.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
76.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
75.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
75.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
75.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
75.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
75.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
74.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
74.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
74.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
74.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
74.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
74.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
74.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
74.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
74.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
74.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
74.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
73.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
73.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
73.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
73.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
73.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
73.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
73.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
73.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
73.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
73.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
72.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
72.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
72.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
72.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
72.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
72.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
72.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
72.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
71.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
71.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
71.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
70.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
70.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
70.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
70.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
70.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
69.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
69.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
69.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
69.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
69.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
69.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
69.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
69.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
68.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
68.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
68.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
68.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
68.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
68.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
68.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
68.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
68.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
68.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
68.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
68.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
67.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
67.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
67.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
66.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
66.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
66.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
66.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
66.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
65.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
65.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
65.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
65.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
65.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
65.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
65.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
65.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
65.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
64.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
64.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
64.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
64.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
64.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
64.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
64.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
64.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
64.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
64.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
64.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
63.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
63.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
63.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
63.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
63.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
62.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
62.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
62.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
62.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
62.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
62.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
62.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
62.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
62.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
61.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
61.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
61.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
61.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
61.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
61.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
61.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
61.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
61.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
61.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
61.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
60.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
60.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
60.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
60.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
60.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
60.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
60.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
60.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
60.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
60.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
59.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
59.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
59.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
59.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
59.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
59.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
59.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
59.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
59.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
59.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
59.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
59.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
58.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
58.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
58.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
58.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
58.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
58.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
58.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
58.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
58.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
58.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
57.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
57.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
57.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
57.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
57.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
57.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
57.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
56.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
56.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
56.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
56.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
56.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
56.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
56.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
56.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
56.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
55.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
55.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
55.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
55.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
55.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
54.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
54.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
54.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
54.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
54.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
54.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
54.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
54.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
54.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
54.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
54.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
54.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
54.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
53.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
53.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
53.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
53.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
53.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
53.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
53.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
53.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
53.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
53.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
53.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
53.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
53.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
53.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
52.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
52.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
52.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
52.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
51.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
51.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
51.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
51.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
51.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
51.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
51.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
51.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
51.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
50.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
50.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
50.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
50.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
50.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
50.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
50.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
50.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
50.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
49.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
49.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
49.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
49.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
49.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
49.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
49.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
49.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
48.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
48.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
48.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
48.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
48.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
48.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
48.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
48.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
48.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
48.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
47.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
47.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
47.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
47.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
47.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
47.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
47.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
47.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
47.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
47.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
46.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
46.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
46.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
46.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
46.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
46.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
45.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
45.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
45.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
45.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
45.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
44.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
44.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
44.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
44.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
44.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
44.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
43.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
43.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
43.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
43.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
43.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
42.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
42.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
42.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
41.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
41.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
41.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
41.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
41.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
41.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
41.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
41.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
41.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
41.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
40.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
40.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
40.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
40.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
40.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
40.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
40.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
40.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
39.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
39.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
39.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
39.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
39.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
39.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
39.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
38.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
38.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
38.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
37.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
37.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
37.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
37.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
37.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
37.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
37.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
37.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
37.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
36.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
36.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
35.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
35.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
35.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
35.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
34.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
33.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
33.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
33.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
33.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
32.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
32.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
32.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
32.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
31.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
31.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
31.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
30.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
30.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
29.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
29.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
29.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
28.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
28.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
27.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
27.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
27.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
27.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
25.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
25.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
25.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
22.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
22.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
20.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
20.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
20.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
18.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
17.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
17.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
17.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
17.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
16.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
14.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
12.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
GNG10 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
78.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
204.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
143.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
141.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
138.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
130.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
129.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
129.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
128.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
126.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
126.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
119.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
117.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
116.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
116.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
112.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
109.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
109.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
107.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
105.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
104.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
102.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
101.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
100.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
98.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
98.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
97.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
97.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
96.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
92.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
90.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
90.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
89.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
89.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
86.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
86.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
85.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
85.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
84.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
84.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
83.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
83.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
82.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
81.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
79.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
78.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
78.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
78.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
78.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
77.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
76.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
76.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
75.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
75.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
75.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
74.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
74.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
72.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
72.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
70.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
70.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
70.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
70.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
68.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
66.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
65.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
60.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
60.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
60.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
59.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
59.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
59.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
58.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
55.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
55.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
54.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
53.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
53.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
53.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
52.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
52.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
51.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
48.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
47.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
46.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
45.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
45.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
45.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
43.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
42.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
42.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
40.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
37.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
35.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
34.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
34.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
34.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
31.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
27.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
27.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
GNG10 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
34.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
130.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
130.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
108.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
100.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
100.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
94.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
87.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
87.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
84.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
84.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
82.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
80.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
77.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
72.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
72.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
72.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
71.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
69.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
67.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
67.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
67.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
67.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
66.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
66.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
65.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
63.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
63.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
60.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
60.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
60.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
60.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
59.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
58.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
57.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
57.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
57.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
57.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
55.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
54.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
54.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
54.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
54.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
54.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
54.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
53.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
53.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
52.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
52.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
52.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
52.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
51.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
51.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
50.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
50.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
50.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
50.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
49.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
49.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
49.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
49.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
49.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
48.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
48.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
48.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
48.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
47.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
47.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
47.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
46.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
46.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
46.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
46.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
45.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
45.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
45.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
45.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
44.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
44.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
44.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
43.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
43.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
43.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
43.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
43.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
43.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
43.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
42.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
42.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
41.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
41.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
41.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
41.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
41.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
41.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
41.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
40.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
40.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
39.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
39.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
39.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
39.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
39.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
38.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
38.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
38.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
38.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
37.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
37.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
37.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
37.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
37.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
37.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
37.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
37.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
37.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
37.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
37.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
36.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
36.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
36.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
36.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
35.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
35.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
35.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
35.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
35.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
34.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
34.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
34.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
34.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
34.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
34.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
34.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
34.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
34.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
33.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
33.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
33.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
32.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
32.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
32.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
32.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
32.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
31.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
31.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
30.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
30.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
30.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
30.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
30.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
30.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
30.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
30.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
29.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
29.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
29.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
29.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
29.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
29.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
28.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
28.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
28.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
28.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
28.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
28.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
27.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
27.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
27.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
27.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
27.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
27.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
27.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
27.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
27.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
27.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
26.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
26.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
26.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
26.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
25.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
25.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
24.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
24.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
24.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
24.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
23.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
23.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
23.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
23.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
23.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
23.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
23.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
22.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
22.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
22.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
22.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
21.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
21.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
21.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
21.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
21.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
21.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
20.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
20.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
20.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
20.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
20.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
19.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
19.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
19.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
19.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
18.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
18.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
18.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
17.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
16.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
16.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
16.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
16.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
16.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
15.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
15.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
15.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
14.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
13.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
13.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
13.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
13.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
13.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
12.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
11.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
11.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
11.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
11.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
11.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
10.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
10.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
10.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
10.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
9.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
9.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
9.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
8.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
8.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
8.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
8.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
7.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
6.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
6.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
6.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
6.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
6.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
5.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
5.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
4.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
3.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
3.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
3.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
3.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
3.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
3.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
3.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
3.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
3.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
3.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
3.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
2.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
2.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
2.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
2.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
2.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
2.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
2.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
