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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.
TCEAL8 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
42.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
88.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
86.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
74.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
69.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
67.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
62.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
61.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
61.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
59.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
57.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
56.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
54.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
54.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
53.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
53.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
52.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
51.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
49.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
48.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
48.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
48.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
48.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
47.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
46.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
46.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
44.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
43.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
43.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
42.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
41.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
41.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
40.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
39.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
39.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
39.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
38.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
37.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
37.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
37.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
36.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
36.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
36.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
35.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
34.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
34.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
31.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
31.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
30.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
28.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
28.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
28.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
27.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
27.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
26.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
25.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
23.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
22.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
22.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
21.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
21.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
18.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
18.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
14.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 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.
TCEAL8 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
68.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
205.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
190.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
170.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
165.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
161.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
154.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
150.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
143.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
130.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
124.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
123.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
122.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
121.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
121.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
119.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
118.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
117.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
117.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
117.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
114.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
113.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
112.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
112.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
107.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
107.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
107.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
107.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
107.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
106.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
105.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
105.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
105.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
105.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
104.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
103.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
103.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
102.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
102.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
102.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
100.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
100.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
100.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
100.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
100.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
100.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
99.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
99.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
99.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
99.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
98.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
98.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
98.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
98.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
97.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
97.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
97.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
97.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
96.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
96.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
96.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
96.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
96.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
95.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
95.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
95.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
94.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
94.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
94.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
94.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
94.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
94.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
94.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
93.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
93.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
93.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
92.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
92.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
92.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
91.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
91.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
91.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
90.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
90.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
90.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
90.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
90.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
90.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
90.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
90.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
90.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
90.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
89.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
89.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
89.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
89.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
89.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
89.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
89.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
88.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
88.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
88.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
88.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
88.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
87.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
87.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
87.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
87.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
87.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
87.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
87.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
87.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
87.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
86.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
86.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
86.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
86.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
86.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
86.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
86.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
86.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
85.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
85.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
85.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
85.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
85.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
85.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
85.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
84.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
84.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
84.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
84.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
84.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
83.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
83.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
83.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
83.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
83.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
83.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
83.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
83.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
82.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
82.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
82.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
82.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
82.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
82.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
82.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
82.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
81.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
81.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
81.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
81.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
81.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
80.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
80.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
80.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
80.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
80.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
80.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
79.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
79.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
79.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
78.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
78.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
78.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
78.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
78.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
78.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
78.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
78.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
78.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
78.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
77.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
77.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
77.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
77.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
77.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
76.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
76.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
76.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
76.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
76.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
76.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
76.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
76.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
76.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
76.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
75.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
75.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
75.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
75.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
75.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
75.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
75.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
75.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
75.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
75.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
75.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
75.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
75.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
75.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
75.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
74.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
74.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
74.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
74.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
74.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
74.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
74.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
73.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
73.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
73.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
73.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
73.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
73.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
73.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
73.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
72.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
72.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
72.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
72.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
72.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
72.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
72.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
72.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
71.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
71.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
71.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
71.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
71.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
71.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
70.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
70.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
70.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
70.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
70.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
70.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
70.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
70.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
70.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
70.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
69.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
69.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
69.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
69.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
69.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
69.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
69.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
69.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
69.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
68.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
68.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
68.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
68.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
68.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
68.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
68.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
68.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
68.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
68.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
67.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
67.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
67.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
67.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
67.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
67.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
67.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
67.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
66.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
66.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
66.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
66.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
66.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
66.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
66.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
65.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
65.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
65.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
65.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
65.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
65.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
64.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
64.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
64.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
64.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
64.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
64.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
64.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
64.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
64.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
63.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
63.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
63.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
63.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
63.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
62.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
62.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
62.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
62.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
62.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
62.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
62.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
62.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
61.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
61.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
61.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
61.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
61.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
61.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
61.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
61.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
61.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
61.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
61.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
61.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
60.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
60.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
60.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
60.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
60.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
60.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
60.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
60.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
60.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
60.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
60.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
59.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
59.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
59.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
59.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
59.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
59.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
59.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
59.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
59.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
59.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
58.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
58.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
58.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
58.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
58.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
58.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
57.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
57.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
57.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
57.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
57.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
56.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
56.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
56.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
56.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
56.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
56.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
55.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
55.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
55.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
55.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
55.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
55.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
55.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
55.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
55.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
55.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
54.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
54.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
53.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
53.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
53.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
53.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
53.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
53.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
53.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
53.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
52.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
52.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
52.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
52.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
51.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
51.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
51.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
51.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
51.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
51.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
51.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
51.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
50.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
50.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
50.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
50.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
50.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
50.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
50.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
50.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
49.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
49.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
49.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
49.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
49.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
49.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
48.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
48.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
48.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
48.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
48.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
48.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
47.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
47.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
47.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
47.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
47.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
47.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
47.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
46.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
46.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
46.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
46.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
46.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
46.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
45.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
45.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
45.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
45.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
45.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
45.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
45.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
45.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
45.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
45.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
44.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
44.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
44.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
44.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
44.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
44.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
44.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
44.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
43.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
43.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
43.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
43.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
43.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
42.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
42.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
42.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
42.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
41.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
41.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
41.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
41.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
41.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
41.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
40.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
40.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
40.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
40.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
40.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
40.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
39.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
39.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
39.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
39.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
39.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
38.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
38.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
38.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
38.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
37.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
37.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
37.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
37.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
37.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
36.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
36.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
36.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
36.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
36.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
35.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
35.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
34.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
34.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
34.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
33.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
33.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
33.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
33.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
33.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
33.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
32.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
32.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
32.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
31.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
31.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
31.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
30.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
30.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
30.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
30.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
29.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
29.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
29.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
28.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
28.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
28.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
27.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
26.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
26.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
26.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
26.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
25.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
24.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
24.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
23.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
22.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
22.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
21.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
21.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
18.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
17.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
17.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
TCEAL8 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
74.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
170.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
165.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
127.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
126.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
124.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
122.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
113.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
110.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
108.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
105.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
100.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
100.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
99.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
99.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
98.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
98.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
97.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
97.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
95.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
95.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
94.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
92.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
91.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
91.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
89.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
89.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
87.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
87.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
86.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
86.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
86.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
85.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
84.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
83.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
82.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
81.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
80.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
80.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
79.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
78.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
78.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
76.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
76.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
75.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
75.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
73.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
73.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
72.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
72.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
71.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
69.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
69.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
69.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
69.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
68.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
67.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
66.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
66.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
66.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
65.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
63.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
63.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
62.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
61.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
60.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
60.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
59.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
59.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
59.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
58.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
58.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
57.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
56.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
55.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
55.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
55.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
54.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
53.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
53.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
52.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
51.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
51.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
50.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
49.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
49.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
49.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
48.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
47.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
47.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
47.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
46.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
46.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
46.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
43.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
40.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
37.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
37.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
31.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
30.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
TCEAL8 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
48.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
181.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
152.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
150.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
134.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
133.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
106.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
104.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
103.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
101.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
101.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
99.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
93.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
92.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
91.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
86.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
85.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
84.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
83.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
82.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
81.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
81.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
81.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
78.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
78.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
78.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
77.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
77.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
75.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
75.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
75.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
74.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
73.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
73.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
72.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
72.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
72.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
71.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
69.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
69.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
69.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
68.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
68.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
67.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
67.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
66.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
66.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
65.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
65.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
65.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
64.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
64.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
64.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
64.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
63.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
63.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
63.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
62.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
62.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
62.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
62.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
61.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
61.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
61.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
60.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
60.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
59.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
59.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
59.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
59.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
59.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
59.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
59.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
58.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
58.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
57.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
57.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
57.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
57.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
57.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
56.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
56.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
56.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
56.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
56.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
56.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
55.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
54.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
54.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
54.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
53.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
53.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
53.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
53.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
53.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
53.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
53.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
52.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
52.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
52.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
52.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
52.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
52.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
52.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
52.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
51.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
51.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
51.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
51.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
50.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
50.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
50.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
49.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
49.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
49.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
49.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
49.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
49.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
48.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
48.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
48.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
47.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
47.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
47.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
47.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
47.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
47.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
47.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
46.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
46.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
46.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
46.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
46.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
46.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
46.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
46.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
45.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
45.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
45.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
45.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
45.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
45.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
45.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
44.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
44.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
44.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
44.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
44.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
44.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
43.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
43.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
43.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
43.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
43.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
43.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
42.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
42.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
42.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
42.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
42.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
42.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
42.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
41.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
41.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
41.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
41.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
41.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
41.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
41.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
40.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
40.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
40.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
40.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
39.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
39.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
39.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
39.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
39.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
39.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
39.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
39.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
38.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
38.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
38.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
38.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
38.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
38.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
37.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
37.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
37.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
37.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
36.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
36.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
36.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
36.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
36.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
36.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
36.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
35.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
35.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
35.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
35.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
35.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
35.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
35.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
34.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
34.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
34.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
34.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
34.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
34.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
34.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
34.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
34.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
33.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
33.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
33.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
33.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
33.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
33.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
33.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
32.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
32.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
32.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
32.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
31.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
31.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
31.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
31.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
31.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
30.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
30.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
30.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
30.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
30.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
30.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
29.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
29.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
29.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
29.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
29.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
29.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
28.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
28.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
28.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
27.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
27.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
27.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
27.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
27.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
26.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
26.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
26.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
26.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
25.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
25.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
25.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
25.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
25.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
25.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
25.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
24.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
24.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
24.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
23.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
22.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
22.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
20.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
20.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
20.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
19.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
19.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
19.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
18.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
18.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
18.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
17.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
16.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
13.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
12.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
11.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
8.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
5.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
