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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.
HYOU1 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
29.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
71.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
53.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
52.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
51.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
50.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
49.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
49.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
48.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
48.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
46.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
46.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
44.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
43.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
43.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
42.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
42.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
41.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
41.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
40.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
36.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
35.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
35.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
34.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
34.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
32.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
31.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
30.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
30.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
29.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
28.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
27.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
26.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
25.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
25.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
25.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
25.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
23.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
23.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
22.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
22.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
21.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
21.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
20.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
20.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
20.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
20.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
19.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
19.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
18.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
17.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
16.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
16.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
15.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
15.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
14.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
14.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
14.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
14.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
13.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
13.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
12.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
11.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
9.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 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.
HYOU1 is potential prognostic, high expression is unfavorable 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
27.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
116.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
99.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
95.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
91.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
88.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
85.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
74.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
70.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
68.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
67.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
67.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
63.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
62.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
61.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
60.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
58.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
56.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
54.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
54.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
53.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
53.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
52.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
51.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
51.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
50.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
50.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
49.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
49.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
49.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
47.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
47.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
47.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
46.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
46.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
45.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
45.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
45.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
44.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
44.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
44.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
43.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
43.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
43.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
43.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
42.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
42.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
42.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
42.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
42.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
41.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
41.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
40.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
40.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
40.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
40.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
40.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
39.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
39.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
39.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
39.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
39.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
39.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
39.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
39.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
39.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
39.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
38.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
38.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
38.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
38.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
38.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
38.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
37.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
37.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
37.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
37.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
37.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
37.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
37.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
37.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
37.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
37.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
36.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
36.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
36.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
36.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
36.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
36.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
36.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
36.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
36.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
35.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
35.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
35.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
35.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
35.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
35.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
35.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
35.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
35.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
35.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
35.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
35.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
35.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
35.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
35.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
34.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
34.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
34.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
34.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
34.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
33.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
33.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
33.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
33.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
33.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
33.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
33.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
33.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
33.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
33.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
33.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
33.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
33.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
32.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
32.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
32.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
32.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
32.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
32.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
32.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
32.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
32.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
32.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
32.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
32.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
31.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
31.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
31.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
31.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
31.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
31.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
31.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
31.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
31.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
31.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
31.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
31.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
30.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
30.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
30.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
30.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
30.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
30.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
30.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
30.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
30.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
30.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
30.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
29.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
29.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
29.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
29.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
29.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
29.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
29.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
29.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
29.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
29.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
29.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
29.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
29.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
29.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
29.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
29.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
28.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
28.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
28.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
28.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
28.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
28.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
28.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
28.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
28.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
28.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
28.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
28.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
28.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
28.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
28.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
28.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
28.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
28.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
28.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
28.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
28.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
28.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
28.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
28.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
28.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
28.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
28.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
27.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
27.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
27.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
27.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
27.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
27.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
27.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
27.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
27.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
27.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
27.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
27.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
27.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
27.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
27.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
27.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
27.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
27.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
27.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
27.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
26.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
26.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
26.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
26.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
26.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
26.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
26.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
26.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
26.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
26.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
26.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
26.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
26.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
26.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
26.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
26.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
26.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
26.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
25.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
25.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
25.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
25.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
25.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
25.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
25.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
25.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
25.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
25.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
25.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
25.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
25.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
25.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
25.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
25.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
25.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
25.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
25.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
25.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
25.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
25.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
25.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
25.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
24.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
24.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
24.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
24.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
24.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
24.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
24.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
24.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
24.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
24.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
24.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
24.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
24.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
24.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
24.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
24.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
24.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
24.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
24.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
24.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
23.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
23.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
23.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
23.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
23.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
23.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
23.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
23.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
23.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
23.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
23.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
23.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
23.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
23.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
23.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
23.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
23.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
23.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
23.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
23.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
23.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
23.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
23.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
23.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
23.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
23.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
22.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
22.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
22.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
22.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
22.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
22.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
22.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
22.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
22.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
22.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
22.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
22.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
22.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
22.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
22.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
22.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
22.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
22.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
22.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
22.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
22.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
22.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
22.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
22.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
22.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
22.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
22.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
22.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
22.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
22.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
22.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
21.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
21.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
21.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
21.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
21.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
21.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
21.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
21.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
21.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
21.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
21.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
21.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
21.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
21.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
21.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
21.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
21.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
21.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
21.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
21.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
21.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
21.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
21.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
21.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
21.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
21.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
21.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
21.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
21.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
21.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
21.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
21.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
21.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
21.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
21.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
20.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
20.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
20.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
20.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
20.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
20.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
20.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
20.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
20.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
20.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
20.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
20.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
20.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
20.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
20.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
20.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
20.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
20.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
20.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
20.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
20.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
19.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
19.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
19.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
19.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
19.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
19.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
19.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
19.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
19.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
19.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
19.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
19.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
19.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
19.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
19.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
19.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
19.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
19.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
19.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
19.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
19.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
19.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
19.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
19.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
18.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
18.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
18.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
18.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
18.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
18.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
18.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
18.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
18.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
18.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
18.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
18.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
18.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
18.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
18.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
18.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
18.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
18.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
18.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
18.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
18.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
18.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
18.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
17.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
17.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
17.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
17.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
17.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
17.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
17.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
17.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
17.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
17.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
17.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
17.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
17.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
17.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
16.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
16.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
16.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
16.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
16.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
16.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
16.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
16.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
16.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
16.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
16.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
16.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
16.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
16.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
16.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
16.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
16.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
15.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
15.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
15.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
15.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
15.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
15.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
15.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
15.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
15.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
15.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
15.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
15.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
15.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
15.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
14.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
14.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
14.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
14.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
14.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
14.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
14.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
14.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
13.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
13.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
13.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
13.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
12.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
12.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
12.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
11.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
11.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
11.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
11.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
10.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
10.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
10.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
9.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
8.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
8.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
8.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
7.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
5.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
HYOU1 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
26.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
77.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
73.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
63.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
60.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
59.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
55.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
54.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
51.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
49.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
45.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
40.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
40.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
38.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
35.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
35.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
35.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
35.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
34.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
34.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
32.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
31.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
31.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
30.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
30.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
30.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
29.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
29.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
27.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
27.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
26.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
26.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
26.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
26.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
26.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
26.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
26.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
26.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
25.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
25.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
25.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
25.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
25.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
24.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
24.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
24.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
24.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
24.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
24.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
23.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
23.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
23.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
23.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
23.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
23.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
23.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
23.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
23.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
22.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
22.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
22.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
22.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
22.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
22.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
22.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
22.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
21.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
21.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
21.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
20.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
20.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
19.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
19.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
18.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
18.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
18.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
18.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
17.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
17.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
17.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
17.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
17.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
17.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
16.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
16.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
16.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
16.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
16.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
16.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
15.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
15.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
13.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
12.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
12.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
12.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
12.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
HYOU1 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
29.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
106.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
79.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
76.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
73.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
70.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
65.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
61.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
61.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
59.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
59.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
56.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
55.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
54.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
52.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
51.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
51.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
50.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
49.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
49.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
49.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
49.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
48.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
47.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
47.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
47.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
47.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
46.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
45.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
45.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
45.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
45.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
44.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
43.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
43.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
43.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
43.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
42.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
42.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
42.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
42.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
41.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
40.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
40.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
40.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
40.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
40.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
40.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
40.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
40.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
40.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
40.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
39.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
39.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
39.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
39.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
39.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
39.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
39.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
38.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
37.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
37.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
37.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
37.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
36.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
36.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
36.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
36.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
36.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
36.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
36.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
36.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
35.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
35.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
35.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
35.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
35.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
35.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
35.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
35.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
35.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
35.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
35.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
34.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
34.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
34.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
34.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
34.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
33.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
33.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
33.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
33.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
33.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
33.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
33.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
32.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
32.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
32.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
32.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
32.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
32.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
32.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
31.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
31.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
31.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
31.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
31.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
31.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
30.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
30.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
30.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
30.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
30.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
30.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
29.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
29.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
29.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
29.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
29.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
28.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
28.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
28.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
28.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
28.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
28.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
27.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
27.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
27.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
27.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
27.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
27.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
27.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
27.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
27.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
27.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
27.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
26.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
26.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
26.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
26.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
26.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
26.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
26.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
26.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
26.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
26.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
25.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
25.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
25.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
25.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
25.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
25.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
25.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
25.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
25.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
25.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
25.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
25.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
25.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
25.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
25.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
25.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
25.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
24.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
24.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
24.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
24.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
24.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
24.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
24.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
24.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
24.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
24.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
24.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
24.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
23.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
23.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
23.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
23.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
23.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
23.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
23.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
23.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
23.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
23.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
22.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
22.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
22.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
22.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
22.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
22.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
22.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
22.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
22.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
22.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
22.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
22.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
22.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
22.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
22.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
21.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
21.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
21.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
21.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
21.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
21.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
21.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
21.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
21.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
21.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
21.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
21.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
21.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
21.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
21.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
20.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
20.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
20.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
20.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
20.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
20.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
20.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
20.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
20.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
20.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
20.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
19.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
19.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
19.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
19.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
19.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
19.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
19.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
19.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
19.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
19.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
19.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
19.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
19.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
19.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
18.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
18.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
18.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
18.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
17.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
17.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
17.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
17.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
17.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
17.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
17.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
16.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
16.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
16.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
16.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
16.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
16.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
16.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
15.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
15.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
15.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
14.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
14.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
14.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
14.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
14.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
13.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
13.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
13.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
12.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
12.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
12.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
11.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
11.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
11.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
10.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
10.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
10.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
9.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
6.9
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076330003
Tumor
1.5
CPT0001340003
Tumor
1.3
CPT0001180009
Tumor
1.1
CPT0088550004
Tumor
1.1
CPT0012180003
Tumor
1.0
CPT0063630003
Tumor
0.8
CPT0069160003
Tumor
0.7
CPT0012280003
Tumor
0.7
CPT0015730003
Tumor
0.7
CPT0002350011
Tumor
0.7
CPT0086820003
Tumor
0.6
CPT0078800003
Tumor
0.5
CPT0023350003
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0025110003
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0079270003
Tumor
0.4
CPT0020120003
Tumor
0.4
CPT0088480003
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0014450004
Tumor
0.3
CPT0078510003
Tumor
0.3
CPT0011410003
Tumor
0.3
CPT0012900004
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0092160003
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0025060001
Normal
0.2
CPT0010110003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0001270001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0092190003
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0017850003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0088690003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0001350001
Normal
0.1
CPT0077320001
Normal
0.1
CPT0012080003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0014160003
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0021240003
Tumor
0.0
CPT0002270011
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0001260009
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0088630003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0092310003
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0011240003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0077110003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0006530001
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0025290003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0015910003
Tumor
-0.1
CPT0000790001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0000780007
Tumor
-0.1
CPT0086870003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0077500001
Normal
-0.2
CPT0078830003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0086890003
Normal
-0.2
CPT0065930003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0071150004
Tumor
-0.2
CPT0020130001
Normal
-0.2
CPT0010160003
Tumor
-0.2
CPT0025580004
Tumor
-0.2
CPT0002370001
Normal
-0.2
CPT0086830003
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0075720003
Tumor
-0.2
CPT0077310003
Tumor
-0.2
CPT0064400001
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0000870016
Tumor
-0.2
CPT0069000003
Tumor
-0.3
CPT0086370003
Normal
-0.3
CPT0092740003
Normal
-0.3
CPT0009080003
Normal
-0.3
CPT0088640003
Normal
-0.3
CPT0012640003
Normal
-0.3
CPT0006630003
Tumor
-0.3
CPT0001550001
Normal
-0.3
CPT0012920003
Normal
-0.3
CPT0009020003
Normal
-0.3
CPT0077490003
Tumor
-0.3
CPT0019160001
Normal
-0.3
CPT0078670001
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0007870001
Normal
-0.3
CPT0001230001
Normal
-0.3
CPT0025920001
Normal
-0.3
CPT0069010001
Normal
-0.3
CPT0088760003
Tumor
-0.3
CPT0079230003
Tumor
-0.3
CPT0001540009
Tumor
-0.3
CPT0078990003
Tumor
-0.3
CPT0088900003
Tumor
-0.4
CPT0014370004
Tumor
-0.4
CPT0088970003
Tumor
-0.4
CPT0000640003
Tumor
-0.4
CPT0006440003
Tumor
-0.4
CPT0078660003
Tumor
-0.4
CPT0079180003
Tumor
-0.5
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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
