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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.
WDR74 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
23.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
76.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
48.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
44.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
42.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
41.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
40.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
39.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
38.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
37.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
34.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
33.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
32.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
31.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
30.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
30.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
29.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
28.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
28.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
28.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
27.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
27.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
27.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
27.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
26.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
26.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
26.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
26.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
24.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
23.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
22.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
21.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
21.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
21.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
20.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
20.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
20.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
19.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
19.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
18.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
17.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
17.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
17.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
17.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
17.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
17.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
17.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
16.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
16.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
16.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
16.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
16.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
15.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
15.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
13.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
13.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
12.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
10.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
10.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
9.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
9.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
9.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
8.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
6.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 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.
WDR74 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
329.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
92922.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
63053.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
268.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
232.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
167.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
159.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
108.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
88.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
83.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
71.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
67.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
64.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
62.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
60.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
60.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
60.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
60.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
57.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
55.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
55.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
53.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
53.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
53.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
52.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
50.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
49.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
48.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
47.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
47.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
46.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
46.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
45.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
45.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
45.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
43.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
43.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
43.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
43.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
42.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
42.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
42.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
41.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
41.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
41.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
41.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
41.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
41.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
41.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
40.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
40.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
40.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
40.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
40.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
40.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
40.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
39.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
39.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
39.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
38.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
38.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
38.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
38.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
38.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
38.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
38.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
38.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
38.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
38.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
38.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
37.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
37.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
37.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
37.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
37.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
37.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
37.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
37.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
37.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
37.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
37.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
36.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
36.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
36.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
36.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
36.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
36.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
36.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
36.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
36.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
36.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
36.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
35.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
35.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
35.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
35.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
35.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
35.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
35.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
35.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
35.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
35.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
35.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
35.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
35.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
35.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
35.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
35.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
34.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
34.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
34.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
34.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
34.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
34.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
34.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
34.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
34.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
33.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
33.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
33.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
33.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
33.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
33.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
33.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
33.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
33.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
33.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
33.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
33.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
33.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
33.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
33.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
33.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
33.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
33.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
33.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
33.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
33.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
32.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
32.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
32.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
32.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
32.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
32.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
32.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
32.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
32.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
32.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
32.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
32.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
32.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
32.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
32.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
32.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
31.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
31.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
31.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
31.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
31.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
31.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
31.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
31.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
31.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
31.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
31.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
31.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
31.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
31.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
31.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
31.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
31.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
31.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
31.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
30.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
30.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
30.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
30.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
30.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
30.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
30.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
30.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
30.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
30.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
30.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
30.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
30.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
30.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
30.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
30.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
30.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
30.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
30.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
30.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
30.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
30.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
30.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
30.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
30.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
29.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
29.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
29.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
29.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
29.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
29.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
29.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
29.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
29.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
29.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
29.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
29.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
29.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
29.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
29.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
29.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
29.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
29.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
29.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
29.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
29.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
29.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
29.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
29.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
28.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
28.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
28.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
28.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
28.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
28.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
28.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
28.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
28.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
28.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
28.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
28.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
28.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
28.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
28.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
28.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
28.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
28.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
28.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
28.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
28.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
28.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
28.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
28.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
27.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
27.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
27.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
27.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
27.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
27.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
27.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
27.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
27.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
27.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
27.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
27.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
27.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
27.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
27.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
27.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
27.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
27.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
27.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
27.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
27.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
27.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
27.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
27.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
27.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
27.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
27.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
27.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
27.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
27.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
26.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
26.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
26.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
26.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
26.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
26.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
26.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
26.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
26.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
26.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
26.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
26.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
26.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
26.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
26.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
26.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
26.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
26.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
26.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
26.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
26.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
26.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
26.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
26.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
26.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
26.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
26.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
26.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
26.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
26.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
26.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
26.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
26.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
26.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
26.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
26.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
25.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
25.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
25.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
25.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
25.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
25.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
25.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
25.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
25.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
25.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
25.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
25.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
25.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
25.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
25.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
25.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
25.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
25.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
25.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
25.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
25.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
25.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
25.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
25.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
25.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
25.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
25.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
24.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
24.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
24.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
24.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
24.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
24.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
24.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
24.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
24.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
24.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
24.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
24.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
24.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
24.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
24.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
24.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
24.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
24.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
24.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
24.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
24.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
24.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
24.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
24.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
24.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
24.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
24.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
24.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
23.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
23.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
23.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
23.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
23.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
23.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
23.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
23.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
23.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
23.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
23.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
23.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
23.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
23.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
23.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
23.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
23.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
23.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
23.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
23.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
23.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
23.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
23.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
23.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
23.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
23.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
22.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
22.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
22.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
22.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
22.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
22.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
22.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
22.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
22.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
22.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
22.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
22.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
22.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
22.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
22.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
22.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
22.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
21.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
21.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
21.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
21.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
21.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
21.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
21.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
21.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
21.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
21.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
21.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
21.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
21.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
21.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
21.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
21.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
21.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
21.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
21.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
20.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
20.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
20.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
20.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
20.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
20.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
20.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
20.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
20.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
20.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
20.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
20.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
20.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
20.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
20.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
20.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
19.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
19.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
19.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
19.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
19.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
19.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
19.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
19.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
19.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
19.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
19.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
19.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
19.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
19.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
19.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
19.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
19.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
19.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
19.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
19.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
19.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
19.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
19.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
18.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
18.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
18.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
18.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
18.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
18.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
18.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
18.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
18.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
18.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
18.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
18.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
18.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
17.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
17.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
17.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
17.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
17.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
17.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
17.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
17.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
17.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
17.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
17.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
17.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
16.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
16.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
16.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
16.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
16.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
16.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
16.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
16.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
15.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
15.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
15.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
15.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
14.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
14.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
14.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
14.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
14.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
13.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
13.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
12.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
11.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
11.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
11.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
9.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
WDR74 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
26.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
66.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
54.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
54.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
52.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
49.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
43.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
38.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
38.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
37.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
37.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
36.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
36.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
35.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
35.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
34.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
34.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
33.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
33.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
33.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
31.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
30.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
30.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
29.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
29.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
29.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
29.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
28.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
28.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
28.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
28.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
28.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
27.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
27.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
27.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
27.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
26.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
26.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
26.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
26.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
26.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
26.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
26.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
25.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
25.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
25.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
25.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
24.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
24.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
24.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
24.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
24.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
23.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
23.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
23.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
23.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
23.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
23.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
23.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
22.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
22.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
22.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
22.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
22.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
22.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
22.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
22.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
22.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
22.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
22.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
22.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
21.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
21.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
21.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
21.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
21.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
20.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
20.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
20.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
20.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
20.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
19.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
19.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
19.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
19.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
19.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
19.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
19.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
18.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
18.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
18.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
18.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
17.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
16.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
16.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
16.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
12.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
12.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, 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.
WDR74 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
27.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
87.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
80.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
66.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
60.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
56.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
52.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
51.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
50.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
50.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
49.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
49.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
48.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
45.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
44.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
44.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
43.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
43.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
42.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
42.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
42.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
41.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
41.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
40.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
40.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
40.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
40.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
40.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
40.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
39.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
39.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
39.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
39.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
39.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
39.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
39.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
38.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
38.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
38.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
38.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
38.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
38.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
38.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
37.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
37.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
36.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
36.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
36.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
36.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
36.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
36.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
36.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
36.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
36.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
35.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
35.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
35.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
35.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
35.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
34.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
34.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
34.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
34.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
34.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
33.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
33.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
33.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
33.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
32.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
32.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
32.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
32.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
32.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
32.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
32.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
32.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
32.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
32.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
32.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
31.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
31.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
31.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
31.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
31.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
31.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
31.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
31.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
31.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
31.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
30.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
30.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
30.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
30.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
30.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
30.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
30.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
30.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
30.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
29.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
29.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
29.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
29.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
29.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
29.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
29.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
29.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
29.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
29.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
29.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
29.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
29.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
29.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
28.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
28.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
28.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
28.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
28.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
28.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
28.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
28.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
28.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
28.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
28.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
28.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
28.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
27.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
27.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
27.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
27.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
27.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
27.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
27.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
27.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
27.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
27.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
27.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
27.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
27.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
27.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
27.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
27.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
27.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
27.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
26.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
26.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
26.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
26.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
26.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
26.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
26.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
26.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
26.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
26.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
26.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
26.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
26.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
26.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
26.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
26.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
26.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
26.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
26.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
25.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
25.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
25.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
25.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
25.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
25.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
25.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
25.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
25.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
25.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
25.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
25.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
25.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
24.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
24.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
24.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
24.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
24.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
24.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
24.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
24.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
24.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
24.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
24.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
24.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
24.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
24.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
24.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
23.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
23.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
23.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
23.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
23.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
23.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
23.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
23.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
23.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
23.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
23.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
23.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
23.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
23.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
22.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
22.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
22.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
22.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
22.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
22.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
22.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
22.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
22.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
22.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
21.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
21.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
21.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
21.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
21.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
21.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
20.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
20.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
20.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
20.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
20.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
20.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
20.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
20.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
20.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
19.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
19.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
19.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
19.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
19.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
19.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
18.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
18.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
18.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
18.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
18.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
18.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
18.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
18.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
18.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
17.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
17.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
17.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
17.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
17.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
17.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
17.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
17.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
16.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
15.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
15.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
15.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
15.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
15.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
14.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
14.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
14.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
14.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
14.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
14.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
13.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
13.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
13.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
13.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
12.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
12.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
10.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
9.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
7.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
7.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
4.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
1.0
CPT0006440003
Tumor
0.8
CPT0001260009
Tumor
0.6
CPT0079410003
Tumor
0.6
CPT0075130003
Tumor
0.6
CPT0086950003
Tumor
0.6
CPT0017410003
Tumor
0.6
CPT0010160003
Tumor
0.6
CPT0014450004
Tumor
0.6
CPT0024670003
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0076330003
Tumor
0.5
CPT0026410003
Tumor
0.5
CPT0065930003
Tumor
0.4
CPT0092790003
Tumor
0.4
CPT0012550003
Tumor
0.4
CPT0086820003
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0000780007
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0088760003
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0014160003
Tumor
0.4
CPT0023350003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0025580004
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0078660003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0092160003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0012280003
Tumor
0.2
CPT0012180003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0001500009
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0023690003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0065690003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0015910003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0012080003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0078510003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0015730003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0019130003
Tumor
0.0
CPT0088900003
Tumor
0.0
CPT0021240003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0079180003
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0012920003
Normal
-0.1
CPT0025170003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0006630003
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0092290003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0026420001
Normal
-0.2
CPT0079300001
Normal
-0.2
CPT0009080003
Normal
-0.2
CPT0011410003
Tumor
-0.2
CPT0078800003
Tumor
-0.2
CPT0065820001
Normal
-0.2
CPT0086030003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0069190001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0069010001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0088780001
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0001230001
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0078670001
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0014130001
Normal
-0.3
CPT0078530001
Normal
-0.3
CPT0001510001
Normal
-0.3
CPT0092740003
Normal
-0.3
CPT0088640003
Normal
-0.3
CPT0001350001
Normal
-0.3
CPT0020120003
Tumor
-0.3
CPT0063640001
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0066520001
Normal
-0.3
CPT0079430001
Normal
-0.3
CPT0077310003
Tumor
-0.3
CPT0000660001
Normal
-0.3
CPT0086970003
Normal
-0.3
CPT0088500001
Normal
-0.3
CPT0066430001
Normal
-0.3
CPT0065450001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0023360001
Normal
-0.4
CPT0087050003
Normal
-0.4
CPT0065870003
Tumor
-0.4
CPT0002270011
Tumor
-0.4
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
