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.
DDX1 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
32.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
95.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
70.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
66.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
60.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
55.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
52.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
51.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
49.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
49.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
47.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
47.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
46.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
45.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
44.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
43.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
41.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
41.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
41.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
41.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
40.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
39.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
39.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
39.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
38.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
38.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
37.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
36.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
36.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
35.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
33.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
33.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
31.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
30.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
30.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
29.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
29.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
27.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
27.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
25.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
25.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
25.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
24.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
24.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
22.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
22.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
22.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
22.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
21.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
21.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
20.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
19.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
19.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
19.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
18.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
17.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
16.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
14.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
14.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
10.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
9.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
5.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DDX1 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
48.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
114.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
107.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
102.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
100.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
99.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
93.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
92.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
88.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
88.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
88.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
88.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
87.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
86.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
86.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
84.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
82.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
82.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
82.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
81.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
80.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
80.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
79.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
79.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
79.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
79.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
79.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
78.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
78.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
78.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
77.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
76.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
76.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
76.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
75.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
75.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
74.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
73.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
73.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
72.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
72.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
72.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
71.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
71.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
71.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
71.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
70.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
70.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
70.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
70.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
70.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
69.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
69.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
69.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
69.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
69.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
69.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
68.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
68.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
68.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
68.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
68.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
68.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
68.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
68.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
67.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
67.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
67.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
67.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
67.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
67.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
67.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
67.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
66.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
66.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
66.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
66.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
66.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
66.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
66.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
66.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
65.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
65.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
65.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
65.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
65.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
65.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
65.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
65.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
65.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
65.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
65.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
65.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
64.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
64.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
64.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
64.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
64.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
63.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
63.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
63.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
63.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
63.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
63.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
63.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
63.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
63.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
63.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
62.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
62.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
62.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
62.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
62.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
62.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
62.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
61.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
61.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
61.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
61.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
61.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
61.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
61.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
61.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
61.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
61.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
61.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
61.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
61.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
60.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
60.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
60.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
60.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
60.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
60.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
59.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
59.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
59.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
59.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
59.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
59.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
59.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
59.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
59.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
59.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
59.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
59.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
59.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
59.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
59.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
58.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
58.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
58.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
58.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
58.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
58.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
58.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
58.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
58.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
58.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
57.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
57.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
57.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
57.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
57.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
57.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
57.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
57.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
57.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
57.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
56.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
56.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
56.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
56.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
56.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
56.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
56.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
55.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
55.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
55.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
55.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
55.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
55.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
55.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
55.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
55.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
55.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
55.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
55.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
55.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
55.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
55.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
55.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
54.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
54.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
54.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
54.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
54.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
54.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
54.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
54.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
54.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
54.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
54.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
54.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
54.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
53.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
53.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
53.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
53.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
53.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
53.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
53.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
53.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
53.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
53.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
53.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
53.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
53.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
53.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
53.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
52.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
52.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
52.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
52.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
52.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
52.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
52.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
52.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
52.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
52.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
52.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
51.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
51.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
51.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
51.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
51.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
51.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
51.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
51.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
51.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
51.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
51.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
50.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
50.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
50.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
50.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
50.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
50.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
50.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
50.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
50.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
50.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
50.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
50.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
50.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
50.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
49.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
49.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
49.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
49.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
49.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
49.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
49.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
49.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
48.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
48.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
48.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
48.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
48.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
48.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
48.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
48.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
48.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
48.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
48.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
48.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
47.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
47.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
47.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
46.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
46.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
46.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
46.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
46.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
46.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
46.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
46.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
46.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
46.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
46.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
46.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
45.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
45.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
45.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
45.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
45.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
45.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
45.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
45.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
45.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
45.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
45.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
45.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
45.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
45.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
45.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
45.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
45.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
45.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
44.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
44.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
44.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
44.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
44.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
44.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
44.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
43.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
43.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
43.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
43.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
43.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
43.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
43.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
43.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
43.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
42.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
42.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
42.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
42.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
42.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
42.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
42.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
42.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
41.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
41.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
41.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
41.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
41.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
41.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
41.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
41.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
41.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
41.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
41.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
41.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
40.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
40.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
40.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
40.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
40.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
40.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
40.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
40.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
40.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
40.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
40.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
40.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
40.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
40.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
39.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
39.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
39.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
39.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
39.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
39.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
39.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
39.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
39.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
39.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
39.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
39.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
38.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
38.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
38.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
38.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
38.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
38.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
38.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
38.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
38.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
37.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
37.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
37.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
37.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
37.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
37.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
37.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
37.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
37.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
37.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
37.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
37.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
37.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
36.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
36.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
36.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
36.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
36.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
36.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
36.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
36.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
36.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
35.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
35.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
35.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
35.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
35.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
35.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
35.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
35.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
35.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
35.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
35.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
34.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
34.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
34.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
34.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
34.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
34.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
34.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
33.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
33.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
33.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
33.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
33.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
33.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
33.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
33.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
33.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
32.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
32.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
32.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
32.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
31.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
31.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
31.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
31.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
31.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
31.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
31.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
30.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
30.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
30.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
30.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
29.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
29.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
29.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
29.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
29.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
29.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
28.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
28.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
28.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
28.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
28.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
28.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
28.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
28.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
28.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
28.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
27.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
27.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
27.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
27.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
27.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
26.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
26.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
25.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
25.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
25.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
25.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
25.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
25.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
24.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
24.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
24.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
24.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
24.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
24.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
24.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
23.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
23.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
23.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
23.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
22.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
22.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
22.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
22.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
21.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
21.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
21.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
21.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
20.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
20.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
19.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
19.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
19.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
19.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
19.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
18.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
18.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
18.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
18.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
17.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
17.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
17.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
17.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
16.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
16.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
16.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
15.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
14.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
14.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
14.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
13.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
12.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
11.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
11.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
8.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
DDX1 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
54.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
137.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
117.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
89.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
87.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
83.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
82.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
78.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
78.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
77.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
76.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
75.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
75.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
74.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
74.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
69.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
69.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
69.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
68.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
67.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
67.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
66.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
65.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
65.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
64.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
63.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
63.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
62.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
61.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
60.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
60.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
58.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
58.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
58.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
58.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
57.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
57.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
57.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
56.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
56.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
56.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
55.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
55.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
55.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
54.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
54.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
54.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
54.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
53.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
53.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
53.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
53.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
52.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
51.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
51.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
51.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
51.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
49.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
49.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
47.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
47.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
47.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
46.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
46.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
46.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
46.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
45.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
45.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
45.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
44.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
44.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
43.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
43.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
43.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
43.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
41.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
41.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
41.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
41.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
41.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
41.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
40.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
40.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
40.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
40.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
39.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
39.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
39.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
39.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
38.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
38.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
37.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
37.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
36.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
36.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
36.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
33.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
32.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
24.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
21.3
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.
DDX1 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
40.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
93.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
89.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
85.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
85.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
84.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
82.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
80.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
78.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
78.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
76.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
76.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
75.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
74.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
72.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
69.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
68.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
68.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
68.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
67.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
67.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
66.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
65.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
64.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
64.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
63.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
63.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
63.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
63.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
62.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
61.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
61.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
61.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
61.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
60.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
60.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
59.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
59.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
59.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
59.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
58.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
58.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
57.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
57.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
57.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
56.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
56.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
56.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
56.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
56.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
55.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
55.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
55.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
55.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
55.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
54.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
54.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
54.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
54.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
53.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
53.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
53.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
53.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
53.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
53.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
52.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
52.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
52.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
52.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
52.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
52.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
51.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
51.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
51.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
50.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
50.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
50.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
50.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
50.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
50.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
50.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
49.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
49.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
49.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
49.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
49.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
48.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
48.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
48.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
48.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
47.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
47.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
47.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
47.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
47.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
47.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
47.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
47.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
47.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
47.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
47.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
47.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
47.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
46.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
46.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
46.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
46.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
46.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
46.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
46.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
46.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
45.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
45.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
45.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
44.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
44.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
44.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
44.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
44.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
44.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
43.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
43.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
43.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
43.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
43.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
42.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
42.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
42.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
42.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
42.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
42.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
41.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
41.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
41.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
41.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
41.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
41.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
40.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
40.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
40.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
40.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
40.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
39.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
39.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
39.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
39.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
39.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
39.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
38.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
38.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
37.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
37.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
37.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
37.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
37.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
37.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
37.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
37.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
37.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
37.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
36.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
36.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
36.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
36.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
36.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
36.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
36.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
35.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
35.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
35.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
35.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
35.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
34.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
34.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
34.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
34.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
33.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
33.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
32.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
32.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
32.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
32.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
32.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
32.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
32.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
31.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
31.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
31.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
31.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
31.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
31.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
31.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
30.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
30.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
30.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
30.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
29.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
29.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
29.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
29.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
29.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
29.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
29.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
29.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
28.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
28.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
28.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
28.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
28.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
27.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
27.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
27.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
27.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
27.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
26.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
26.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
26.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
26.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
26.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
26.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
26.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
26.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
26.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
25.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
25.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
25.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
25.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
25.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
25.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
25.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
24.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
24.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
24.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
24.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
24.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
24.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
24.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
24.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
24.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
23.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
23.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
23.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
22.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
22.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
22.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
22.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
22.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
22.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
22.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
20.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
20.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
19.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
19.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
19.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
18.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
18.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
18.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
18.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
17.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
17.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
16.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
15.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
14.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
14.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
13.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
13.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
13.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
13.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
12.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
12.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
8.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
7.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
4.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
2.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
2.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012900004
Tumor
0.4
CPT0088970003
Tumor
0.3
CPT0078800003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0009080003
Normal
0.3
CPT0088550004
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0020130001
Normal
0.3
CPT0006440003
Tumor
0.3
CPT0079000001
Normal
0.3
CPT0079510001
Normal
0.3
CPT0010120001
Normal
0.3
CPT0025610001
Normal
0.3
CPT0092740003
Normal
0.2
CPT0077320001
Normal
0.2
CPT0001270001
Normal
0.2
CPT0014350001
Normal
0.2
CPT0078830003
Tumor
0.2
CPT0012770003
Normal
0.2
CPT0082010001
Normal
0.2
CPT0009060003
Tumor
0.2
CPT0012920003
Normal
0.2
CPT0078530001
Normal
0.2
CPT0024680001
Normal
0.2
CPT0002270011
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0069190001
Normal
0.2
CPT0079300001
Normal
0.2
CPT0071150004
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0078940001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0012570003
Normal
0.2
CPT0025060001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0078670001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0078660003
Tumor
0.2
CPT0079430001
Normal
0.2
CPT0001350001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0007870001
Normal
0.2
CPT0000890001
Normal
0.2
CPT0012090003
Normal
0.2
CPT0089040001
Normal
0.2
CPT0077500001
Normal
0.2
CPT0023710001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0064400001
Normal
0.2
CPT0010170001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0088630003
Tumor
0.2
CPT0078840001
Normal
0.2
CPT0066430001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0006950001
Normal
0.2
CPT0065450001
Normal
0.2
CPT0002370001
Normal
0.2
CPT0001230001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0088780001
Normal
0.2
CPT0001510001
Normal
0.2
CPT0079180003
Tumor
0.2
CPT0089480003
Normal
0.1
CPT0023360001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0075570001
Normal
0.1
CPT0069160003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0010160003
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0001180009
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0009000003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0014450004
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0088500001
Normal
0.1
CPT0011240003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0077140001
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0069010001
Normal
0.1
CPT0006630003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0017410003
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0086370003
Normal
0.1
CPT0088710001
Normal
0.1
CPT0012550003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0012180003
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0012080003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0088760003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0000640003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0001260009
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0092730003
Tumor
0.0
CPT0024670003
Tumor
0.0
CPT0017850003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0088690003
Tumor
-0.1
CPT0075130003
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0001340003
Tumor
-0.1
CPT0023350003
Tumor
-0.1
CPT0076330003
Tumor
-0.1
CPT0001540009
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0012370003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0010110003
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0084560003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0092790003
Tumor
-0.2
CPT0012280003
Tumor
-0.2
CPT0015730003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0086030003
Tumor
-0.2
CPT0077310003
Tumor
-0.2
CPT0001220008
Tumor
-0.2
CPT0081880003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0078510003
Tumor
-0.3
CPT0020120003
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0079230003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0065750003
Tumor
-0.3
CPT0025050003
Tumor
-0.3
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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
