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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DHCR24 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
30.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
178.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
130.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
77.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
71.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
70.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
66.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
65.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
62.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
50.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
48.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
43.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
41.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
41.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
37.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
37.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
36.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
33.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
33.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
33.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
32.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
32.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
31.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
31.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
31.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
30.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
30.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
30.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
28.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
27.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
26.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
25.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
24.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
24.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
23.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
23.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
21.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
21.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
21.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
20.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
19.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
18.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
17.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
16.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
14.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
14.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
14.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
14.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
13.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
13.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
12.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
12.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
11.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
9.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
8.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
7.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
7.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
5.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
4.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
3.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
3.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
1.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 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.
DHCR24 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
32.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
408.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
192.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
147.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
147.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
135.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
130.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
117.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
112.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
110.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
100.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
97.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
96.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
90.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
87.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
86.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
85.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
84.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
82.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
81.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
80.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
79.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
78.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
78.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
77.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
77.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
76.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
75.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
74.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
73.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
72.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
70.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
70.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
69.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
68.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
68.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
65.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
63.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
63.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
63.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
63.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
63.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
63.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
62.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
62.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
62.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
62.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
61.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
61.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
61.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
61.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
61.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
60.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
59.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
59.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
59.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
59.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
58.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
58.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
57.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
57.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
57.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
57.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
56.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
56.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
56.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
56.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
55.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
54.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
54.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
54.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
54.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
54.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
54.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
54.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
54.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
54.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
53.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
53.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
53.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
53.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
53.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
53.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
52.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
52.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
52.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
52.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
51.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
51.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
51.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
51.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
50.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
50.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
50.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
50.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
50.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
49.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
49.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
48.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
48.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
48.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
48.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
47.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
47.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
46.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
46.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
46.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
46.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
46.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
46.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
46.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
46.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
45.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
45.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
45.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
45.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
45.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
44.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
44.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
44.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
43.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
43.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
43.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
43.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
43.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
43.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
43.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
42.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
42.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
42.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
42.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
42.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
42.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
41.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
41.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
41.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
41.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
41.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
41.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
41.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
41.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
40.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
40.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
40.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
40.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
40.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
40.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
39.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
39.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
39.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
39.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
39.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
39.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
39.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
39.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
38.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
38.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
38.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
38.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
38.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
38.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
37.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
37.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
37.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
37.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
37.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
36.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
36.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
36.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
36.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
36.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
35.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
35.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
35.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
35.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
35.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
35.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
35.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
35.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
35.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
34.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
34.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
34.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
34.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
34.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
34.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
34.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
34.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
34.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
34.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
34.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
34.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
33.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
33.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
33.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
33.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
33.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
33.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
33.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
33.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
33.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
33.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
32.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
32.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
32.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
32.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
32.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
31.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
31.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
31.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
31.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
31.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
31.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
31.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
31.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
31.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
31.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
31.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
30.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
30.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
30.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
30.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
30.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
30.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
30.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
30.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
30.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
30.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
30.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
30.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
29.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
29.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
29.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
29.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
29.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
29.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
29.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
29.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
28.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
28.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
28.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
28.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
28.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
28.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
28.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
27.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
27.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
27.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
27.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
27.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
27.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
27.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
26.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
26.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
26.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
26.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
26.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
26.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
26.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
26.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
26.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
26.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
25.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
25.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
25.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
25.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
25.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
25.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
25.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
25.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
25.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
25.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
25.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
25.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
25.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
25.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
24.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
24.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
24.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
24.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
24.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
24.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
24.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
24.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
24.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
24.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
24.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
24.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
24.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
24.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
23.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
23.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
23.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
23.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
23.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
23.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
23.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
23.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
23.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
23.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
23.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
23.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
23.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
23.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
23.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
23.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
22.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
22.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
22.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
22.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
22.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
22.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
22.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
22.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
22.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
22.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
22.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
22.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
22.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
21.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
21.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
21.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
21.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
21.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
21.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
21.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
21.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
21.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
21.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
20.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
20.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
20.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
20.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
20.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
20.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
20.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
20.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
20.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
20.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
20.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
20.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
20.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
19.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
19.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
19.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
19.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
19.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
19.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
19.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
19.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
19.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
19.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
19.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
19.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
18.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
18.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
18.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
18.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
18.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
18.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
18.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
18.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
18.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
18.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
18.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
18.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
17.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
17.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
17.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
17.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
17.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
17.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
17.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
17.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
17.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
17.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
17.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
16.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
16.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
16.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
16.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
16.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
16.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
16.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
16.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
15.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
15.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
15.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
15.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
15.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
15.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
15.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
15.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
15.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
15.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
15.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
15.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
15.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
15.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
15.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
15.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
15.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
14.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
14.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
14.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
14.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
14.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
14.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
14.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
14.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
14.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
14.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
13.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
13.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
13.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
13.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
13.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
13.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
13.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
13.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
13.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
13.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
13.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
13.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
13.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
13.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
13.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
13.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
12.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
12.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
12.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
12.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
12.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
12.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
12.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
12.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
12.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
12.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
12.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
12.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
12.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
12.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
11.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
11.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
11.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
11.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
11.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
11.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
11.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
11.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
11.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
11.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
10.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
10.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
10.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
10.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
10.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
10.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
10.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
9.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
9.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
9.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
9.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
9.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
9.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
9.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
9.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
9.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
9.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
9.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
8.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
8.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
8.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
8.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
8.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
8.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
7.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
7.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
7.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
7.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
7.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
7.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
7.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
7.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
7.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
7.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
7.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
6.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
6.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
6.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
6.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
6.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
6.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
6.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
6.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
6.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
6.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
5.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
5.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
5.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
4.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
3.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
3.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
2.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
1.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 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.
DHCR24 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
39.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
263.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
112.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
110.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
102.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
89.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
87.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
80.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
79.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
77.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
72.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
68.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
68.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
67.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
67.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
66.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
66.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
65.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
63.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
61.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
61.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
59.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
59.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
56.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
54.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
52.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
51.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
49.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
48.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
47.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
45.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
45.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
45.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
42.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
42.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
41.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
41.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
40.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
39.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
39.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
39.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
38.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
38.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
38.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
37.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
36.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
35.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
35.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
35.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
34.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
33.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
32.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
32.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
31.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
29.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
29.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
28.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
27.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
26.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
25.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
25.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
25.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
24.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
24.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
23.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
23.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
23.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
22.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
22.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
21.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
21.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
21.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
20.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
20.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
19.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
18.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
18.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
17.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
17.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
16.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
16.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
16.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
16.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
15.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
15.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
15.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
14.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
14.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
13.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
13.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
13.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
11.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
9.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
9.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
6.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
6.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
4.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
3.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 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.
DHCR24 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
50.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
531.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
225.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
199.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
185.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
180.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
163.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
151.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
145.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
140.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
138.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
131.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
130.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
123.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
123.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
116.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
116.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
113.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
111.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
111.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
109.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
109.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
108.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
105.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
104.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
103.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
103.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
102.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
96.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
92.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
91.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
90.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
90.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
90.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
89.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
88.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
83.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
81.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
80.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
80.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
78.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
77.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
76.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
76.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
76.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
75.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
75.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
75.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
74.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
74.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
73.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
73.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
72.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
72.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
71.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
70.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
70.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
70.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
69.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
68.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
68.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
68.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
67.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
67.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
66.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
66.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
66.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
65.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
65.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
65.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
65.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
65.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
65.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
64.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
64.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
62.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
62.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
62.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
62.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
62.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
62.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
62.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
62.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
61.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
61.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
61.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
60.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
60.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
60.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
59.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
59.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
59.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
59.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
58.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
57.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
57.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
57.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
57.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
56.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
55.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
54.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
54.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
54.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
53.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
53.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
53.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
53.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
53.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
52.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
52.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
52.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
51.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
51.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
51.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
50.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
50.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
50.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
50.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
50.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
50.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
48.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
47.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
46.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
46.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
45.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
45.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
45.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
45.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
44.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
44.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
44.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
43.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
43.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
43.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
43.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
43.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
43.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
42.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
42.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
42.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
42.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
41.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
41.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
41.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
41.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
41.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
41.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
40.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
40.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
40.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
40.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
39.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
39.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
38.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
38.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
37.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
37.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
36.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
36.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
36.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
35.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
35.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
35.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
35.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
35.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
34.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
34.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
34.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
34.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
33.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
33.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
33.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
32.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
32.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
32.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
32.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
32.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
31.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
31.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
31.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
30.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
30.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
30.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
29.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
29.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
29.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
29.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
29.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
29.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
29.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
29.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
28.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
28.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
28.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
28.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
27.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
27.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
27.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
27.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
27.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
27.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
26.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
26.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
26.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
26.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
26.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
26.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
25.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
25.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
25.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
25.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
25.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
25.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
24.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
24.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
24.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
24.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
23.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
23.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
23.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
23.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
23.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
22.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
22.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
22.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
22.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
21.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
21.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
21.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
20.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
20.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
20.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
20.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
20.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
20.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
19.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
19.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
19.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
19.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
19.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
18.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
17.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
16.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
15.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
15.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
15.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
15.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
15.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
15.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
14.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
14.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
13.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
13.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
13.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
13.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
12.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
12.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
12.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
11.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
11.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
11.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
11.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
10.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
9.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
8.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
8.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
8.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
7.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
7.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
6.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
6.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
5.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
4.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001180009
Tumor
2.8
CPT0001260009
Tumor
2.6
CPT0014450004
Tumor
2.4
CPT0019130003
Tumor
2.1
CPT0069000003
Tumor
2.1
CPT0012180003
Tumor
2.0
CPT0081880003
Tumor
2.0
CPT0025110003
Tumor
1.4
CPT0023350003
Tumor
1.4
CPT0079410003
Tumor
1.3
CPT0089020003
Tumor
1.3
CPT0076330003
Tumor
1.2
CPT0024670003
Tumor
1.2
CPT0084560003
Tumor
1.1
CPT0077110003
Tumor
1.1
CPT0088630003
Tumor
1.0
CPT0020120003
Tumor
0.9
CPT0001500009
Tumor
0.9
CPT0079270003
Tumor
0.9
CPT0063630003
Tumor
0.9
CPT0009060003
Tumor
0.8
CPT0078510003
Tumor
0.8
CPT0025230003
Tumor
0.8
CPT0026410003
Tumor
0.7
CPT0014160003
Tumor
0.7
CPT0087040003
Tumor
0.7
CPT0081600003
Tumor
0.6
CPT0092790003
Tumor
0.6
CPT0009000003
Tumor
0.6
CPT0007320003
Tumor
0.5
CPT0065810003
Tumor
0.5
CPT0001220008
Tumor
0.4
CPT0065930003
Tumor
0.4
CPT0017850003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0092290003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0001340003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0019990003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0025580004
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0066480003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0079480003
Tumor
-0.2
CPT0075130003
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0014370004
Tumor
-0.2
CPT0010110003
Tumor
-0.3
CPT0002350011
Tumor
-0.3
CPT0088550004
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0023690003
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0012550003
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0086030003
Tumor
-0.4
CPT0023710001
Normal
-0.4
CPT0089480003
Normal
-0.4
CPT0075170001
Normal
-0.4
CPT0088780001
Normal
-0.5
CPT0065690003
Tumor
-0.5
CPT0078660003
Tumor
-0.5
CPT0078800003
Tumor
-0.5
CPT0000640003
Tumor
-0.5
CPT0025290003
Tumor
-0.5
CPT0001190001
Normal
-0.5
CPT0077490003
Tumor
-0.6
CPT0010120001
Normal
-0.6
CPT0011410003
Tumor
-0.6
CPT0081620001
Normal
-0.6
CPT0088690003
Tumor
-0.6
CPT0079300001
Normal
-0.6
CPT0078830003
Tumor
-0.6
CPT0012370003
Tumor
-0.6
CPT0077500001
Normal
-0.6
CPT0063330001
Normal
-0.6
CPT0014470001
Normal
-0.6
CPT0088570001
Normal
-0.6
CPT0088710001
Normal
-0.6
CPT0078940001
Normal
-0.6
CPT0002370001
Normal
-0.7
CPT0088900003
Tumor
-0.7
CPT0076350001
Normal
-0.7
CPT0025170003
Tumor
-0.7
CPT0001510001
Normal
-0.7
CPT0078840001
Normal
-0.7
CPT0086820003
Tumor
-0.7
CPT0000660001
Normal
-0.7
CPT0006950001
Normal
-0.7
CPT0087050003
Normal
-0.7
CPT0001230001
Normal
-0.7
CPT0012900004
Tumor
-0.7
CPT0025610001
Normal
-0.7
CPT0088760003
Tumor
-0.7
CPT0011240003
Tumor
-0.7
CPT0065430003
Tumor
-0.7
CPT0088920001
Normal
-0.7
CPT0069010001
Normal
-0.8
CPT0081990003
Tumor
-0.8
CPT0079510001
Normal
-0.8
CPT0086830003
Normal
-0.8
CPT0088640003
Normal
-0.8
CPT0079180003
Tumor
-0.8
CPT0024680001
Normal
-0.8
CPT0002270011
Tumor
-0.8
CPT0025050003
Tumor
-0.8
CPT0063640001
Normal
-0.8
CPT0084590001
Normal
-0.8
CPT0007470001
Normal
-0.8
CPT0086370003
Normal
-0.9
CPT0082010001
Normal
-0.9
CPT0023360001
Normal
-0.9
CPT0071150004
Tumor
-0.9
CPT0086890003
Normal
-0.9
CPT0078530001
Normal
-0.9
CPT0017410003
Tumor
-0.9
CPT0001270001
Normal
-0.9
CPT0066470004
Tumor
-1.0
CPT0078670001
Normal
-1.0
CPT0019160001
Normal
-1.0
CPT0065870003
Tumor
-1.0
CPT0025060001
Normal
-1.0
CPT0020130001
Normal
-1.0
CPT0092800003
Normal
-1.1
CPT0077140001
Normal
-1.1
CPT0065750003
Tumor
-1.1
CPT0007870001
Normal
-1.1
CPT0013790003
Normal
-1.1
CPT0088500001
Normal
-1.1
CPT0009020003
Normal
-1.1
CPT0017450001
Normal
-1.1
CPT0077320001
Normal
-1.1
CPT0088970003
Tumor
-1.1
CPT0026420001
Normal
-1.2
CPT0012670003
Tumor
-1.2
CPT0079430001
Normal
-1.2
CPT0012080003
Tumor
-1.2
CPT0065820001
Normal
-1.2
CPT0012770003
Normal
-1.3
CPT0001350001
Normal
-1.3
CPT0020020001
Normal
-1.3
CPT0014130001
Normal
-1.3
CPT0012570003
Normal
-1.3
CPT0012640003
Normal
-1.3
CPT0012920003
Normal
-1.4
CPT0000870016
Tumor
-1.4
CPT0066520001
Normal
-1.4
CPT0092310003
Normal
-1.4
CPT0075570001
Normal
-1.4
CPT0001550001
Normal
-1.4
CPT0089040001
Normal
-1.4
CPT0012290003
Normal
-1.4
CPT0014350001
Normal
-1.4
CPT0015730003
Tumor
-1.4
CPT0006530001
Normal
-1.4
CPT0079380003
Tumor
-1.5
CPT0065450001
Normal
-1.5
CPT0088480003
Tumor
-1.5
CPT0000890001
Normal
-1.6
CPT0078990003
Tumor
-1.6
CPT0066430001
Normal
-1.6
CPT0079000001
Normal
-1.6
CPT0009080003
Normal
-1.7
CPT0012090003
Normal
-1.7
CPT0000790001
Normal
-1.7
CPT0018250001
Normal
-1.7
CPT0015810003
Tumor
-1.8
CPT0079230003
Tumor
-2.0
CPT0025880003
Tumor
N/A
CPT0064370003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0092190003
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0069190001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0064400001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0092740003
Normal
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
