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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.
UBE2H 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
56.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
162.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
151.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
133.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
102.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
98.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
98.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
95.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
93.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
90.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
87.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
80.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
79.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
78.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
78.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
76.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
75.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
75.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
71.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
70.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
67.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
67.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
66.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
63.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
60.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
60.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
60.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
60.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
52.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
52.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
52.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
52.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
51.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
49.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
49.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
47.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
45.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
45.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
39.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
38.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
35.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
35.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
34.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
34.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
33.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
33.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
32.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
32.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
31.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
31.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
31.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
30.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
30.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
30.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
29.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
29.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
29.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
29.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
28.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
26.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
26.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
25.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
23.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
21.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
UBE2H is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
35.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
164.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
110.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
110.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
93.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
84.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
74.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
74.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
71.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
69.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
68.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
67.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
66.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
65.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
65.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
65.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
64.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
63.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
63.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
62.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
62.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
61.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
61.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
61.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
61.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
59.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
59.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
59.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
58.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
58.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
57.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
57.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
57.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
57.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
57.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
56.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
56.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
55.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
55.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
55.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
54.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
54.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
53.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
53.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
53.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
53.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
52.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
52.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
52.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
52.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
51.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
51.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
51.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
51.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
51.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
51.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
50.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
50.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
50.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
50.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
50.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
50.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
50.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
50.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
50.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
50.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
50.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
49.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
49.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
48.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
48.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
48.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
48.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
48.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
48.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
48.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
47.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
47.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
47.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
47.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
47.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
46.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
46.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
46.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
46.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
46.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
46.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
46.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
46.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
46.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
46.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
46.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
45.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
45.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
45.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
45.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
44.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
44.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
44.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
44.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
44.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
44.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
43.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
43.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
43.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
43.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
43.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
43.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
43.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
43.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
43.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
43.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
43.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
43.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
43.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
43.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
43.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
43.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
43.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
43.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
43.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
43.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
43.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
42.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
42.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
42.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
42.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
42.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
42.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
41.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
41.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
41.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
41.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
41.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
41.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
41.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
41.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
41.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
40.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
40.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
40.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
40.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
40.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
40.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
40.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
40.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
40.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
40.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
40.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
39.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
39.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
39.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
39.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
39.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
39.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
39.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
39.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
39.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
39.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
39.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
39.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
39.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
39.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
39.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
39.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
38.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
38.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
38.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
38.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
38.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
38.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
38.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
38.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
38.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
38.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
38.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
38.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
38.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
38.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
38.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
38.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
38.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
38.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
38.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
38.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
38.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
38.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
37.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
37.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
37.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
37.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
37.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
37.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
37.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
37.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
37.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
37.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
37.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
37.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
37.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
37.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
37.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
37.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
37.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
37.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
37.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
37.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
36.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
36.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
36.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
36.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
36.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
36.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
36.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
36.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
36.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
36.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
36.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
36.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
36.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
36.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
36.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
36.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
36.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
35.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
35.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
35.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
35.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
35.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
35.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
35.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
35.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
35.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
35.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
35.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
35.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
35.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
35.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
35.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
35.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
34.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
34.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
34.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
34.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
34.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
34.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
34.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
34.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
34.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
34.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
34.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
34.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
34.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
34.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
34.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
34.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
34.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
33.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
33.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
33.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
33.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
33.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
33.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
33.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
33.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
33.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
33.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
33.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
33.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
32.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
32.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
32.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
32.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
32.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
32.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
32.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
32.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
32.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
32.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
32.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
32.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
32.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
32.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
32.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
32.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
32.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
32.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
32.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
32.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
32.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
32.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
31.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
31.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
31.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
31.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
31.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
31.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
31.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
31.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
31.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
31.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
30.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
30.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
30.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
30.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
30.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
30.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
30.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
30.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
30.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
30.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
30.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
30.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
30.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
30.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
30.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
30.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
30.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
30.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
30.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
30.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
30.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
30.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
29.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
29.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
29.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
29.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
29.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
29.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
29.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
29.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
29.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
29.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
29.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
29.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
29.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
29.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
29.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
29.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
29.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
29.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
29.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
29.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
29.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
29.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
28.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
28.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
28.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
28.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
28.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
28.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
28.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
28.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
28.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
28.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
28.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
28.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
27.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
27.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
27.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
27.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
27.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
27.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
27.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
27.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
27.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
27.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
27.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
27.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
27.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
27.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
27.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
27.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
27.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
27.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
26.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
26.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
26.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
26.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
26.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
26.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
26.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
26.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
26.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
26.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
26.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
26.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
26.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
26.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
26.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
25.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
25.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
25.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
25.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
25.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
25.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
25.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
25.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
25.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
25.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
25.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
25.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
25.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
25.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
25.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
25.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
25.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
25.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
24.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
24.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
24.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
24.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
24.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
24.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
24.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
24.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
24.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
24.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
23.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
23.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
23.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
23.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
23.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
23.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
23.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
23.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
23.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
23.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
22.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
22.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
22.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
22.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
22.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
22.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
22.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
22.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
22.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
21.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
21.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
21.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
21.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
21.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
21.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
21.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
21.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
21.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
21.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
21.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
21.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
21.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
21.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
20.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
20.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
20.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
20.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
20.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
20.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
20.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
19.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
19.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
19.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
19.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
19.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
19.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
19.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
19.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
19.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
19.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
19.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
18.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
18.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
18.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
18.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
18.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
17.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
17.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
17.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
17.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
17.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
17.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
16.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
16.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
16.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
16.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
16.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
16.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
16.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
16.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
16.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
16.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
16.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
16.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
15.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
15.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
15.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
15.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
15.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
15.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
14.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
14.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
14.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
14.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
14.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
13.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
13.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
13.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
13.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
13.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
13.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
12.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
12.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
12.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
12.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
10.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
10.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
9.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
8.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
7.4
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.
UBE2H 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
43.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
92.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
80.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
67.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
66.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
64.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
63.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
63.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
61.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
60.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
58.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
57.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
57.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
55.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
55.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
54.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
54.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
52.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
51.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
51.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
51.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
50.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
49.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
49.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
49.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
49.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
48.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
48.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
48.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
48.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
48.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
47.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
47.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
47.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
47.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
46.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
46.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
45.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
44.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
44.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
44.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
44.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
44.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
43.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
43.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
43.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
43.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
42.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
42.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
42.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
42.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
42.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
42.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
42.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
41.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
41.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
41.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
40.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
40.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
40.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
40.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
40.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
39.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
39.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
39.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
39.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
39.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
38.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
37.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
37.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
37.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
36.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
35.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
35.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
35.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
35.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
34.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
34.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
34.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
33.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
33.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
32.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
32.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
32.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
31.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
31.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
31.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
31.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
31.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
29.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
29.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
28.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
27.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
27.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
27.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
26.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
25.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
23.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
22.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
21.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBE2H 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
61.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
238.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
169.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
162.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
160.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
158.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
157.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
142.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
139.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
139.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
137.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
137.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
136.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
131.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
129.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
129.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
128.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
123.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
120.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
119.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
118.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
117.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
117.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
114.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
110.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
108.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
108.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
107.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
107.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
106.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
105.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
104.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
103.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
101.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
100.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
98.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
96.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
96.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
95.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
94.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
94.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
93.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
92.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
92.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
91.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
90.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
90.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
88.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
86.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
86.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
86.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
86.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
85.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
84.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
84.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
84.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
83.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
82.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
79.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
79.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
78.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
77.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
77.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
77.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
77.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
76.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
76.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
76.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
76.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
76.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
75.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
75.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
75.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
75.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
74.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
73.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
72.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
72.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
72.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
72.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
72.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
72.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
71.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
71.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
71.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
71.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
70.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
70.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
70.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
69.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
69.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
69.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
69.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
68.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
67.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
67.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
67.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
67.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
66.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
66.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
66.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
66.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
66.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
65.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
65.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
64.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
64.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
64.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
64.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
64.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
64.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
64.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
64.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
63.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
63.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
63.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
63.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
62.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
62.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
62.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
62.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
61.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
61.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
60.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
60.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
60.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
60.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
60.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
58.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
58.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
58.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
57.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
56.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
56.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
56.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
55.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
55.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
55.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
55.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
54.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
54.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
54.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
54.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
53.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
53.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
53.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
53.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
53.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
53.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
52.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
52.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
52.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
52.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
51.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
51.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
51.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
50.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
50.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
49.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
49.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
49.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
49.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
49.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
49.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
48.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
48.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
48.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
48.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
47.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
47.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
47.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
47.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
47.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
47.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
47.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
46.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
46.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
46.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
46.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
46.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
46.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
46.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
46.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
46.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
45.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
45.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
45.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
45.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
44.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
43.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
43.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
43.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
43.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
43.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
42.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
42.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
42.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
42.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
41.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
41.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
41.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
41.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
41.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
41.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
41.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
41.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
41.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
40.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
40.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
40.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
39.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
39.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
39.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
38.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
38.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
38.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
38.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
38.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
38.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
37.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
37.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
37.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
37.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
36.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
36.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
36.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
36.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
36.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
36.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
36.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
35.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
35.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
35.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
35.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
35.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
34.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
34.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
34.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
32.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
31.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
31.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
31.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
30.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
29.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
29.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
29.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
28.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
27.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
27.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
27.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
26.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
26.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
26.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
25.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
25.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
24.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
24.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
24.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
24.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
23.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
23.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
23.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
23.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
23.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
22.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
22.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
21.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
19.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
19.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
18.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
18.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
17.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
17.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
16.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
16.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
16.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
15.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
14.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
13.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
12.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
11.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
11.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.3
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0081880003
Tumor
1.1
CPT0023350003
Tumor
1.1
CPT0012280003
Tumor
1.1
CPT0079180003
Tumor
1.1
CPT0011410003
Tumor
1.0
CPT0011240003
Tumor
0.9
CPT0075130003
Tumor
0.8
CPT0015810003
Tumor
0.7
CPT0001340003
Tumor
0.7
CPT0088480003
Tumor
0.7
CPT0078660003
Tumor
0.7
CPT0084560003
Tumor
0.6
CPT0019130003
Tumor
0.6
CPT0025880003
Tumor
0.6
CPT0024670003
Tumor
0.5
CPT0015730003
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0088970003
Tumor
0.5
CPT0025230003
Tumor
0.4
CPT0012370003
Tumor
0.4
CPT0078930003
Tumor
0.4
CPT0012080003
Tumor
0.3
CPT0078800003
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0024680001
Normal
0.3
CPT0081990003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0021240003
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0020120003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0079410003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0012570003
Normal
0.2
CPT0075560003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0023360001
Normal
0.2
CPT0086030003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0086820003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0079430001
Normal
0.2
CPT0088780001
Normal
0.2
CPT0012670003
Tumor
0.2
CPT0063640001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0017850003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0088920001
Normal
0.1
CPT0065930003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0065450001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0079380003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0077490003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0076330003
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0006630003
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0026410003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0092740003
Normal
0.0
CPT0001540009
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0009000003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0000660001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0092190003
Normal
0.0
CPT0000640003
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0088570001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0026420001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0025110003
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0017410003
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0001260009
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0065810003
Tumor
-0.1
CPT0064400001
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0007470001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0089460004
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0078990003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0025290003
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0000870016
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0078840001
Normal
-0.2
CPT0066470004
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0088640003
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0001220008
Tumor
-0.2
CPT0086360003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0079000001
Normal
-0.2
CPT0092730003
Tumor
-0.2
CPT0025580004
Tumor
-0.2
CPT0086870003
Tumor
-0.2
CPT0009060003
Tumor
-0.2
CPT0078510003
Tumor
-0.2
CPT0014350001
Normal
-0.2
CPT0001180009
Tumor
-0.2
CPT0001230001
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0065690003
Tumor
-0.2
CPT0078830003
Tumor
-0.3
CPT0087040003
Tumor
-0.3
CPT0012180003
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0023690003
Tumor
-0.3
CPT0092790003
Tumor
-0.3
CPT0088550004
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0092160003
Tumor
-0.3
CPT0092290003
Tumor
-0.4
CPT0078530001
Normal
-0.4
CPT0015910003
Tumor
-0.4
CPT0012900004
Tumor
-0.4
CPT0069160003
Tumor
-0.5
CPT0085670003
Tumor
-0.5
CPT0014160003
Tumor
-0.7
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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
