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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.
TCEAL1 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
12.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
36.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
26.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
26.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
24.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
21.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
20.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
20.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
19.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
19.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
18.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
18.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
17.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
17.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
17.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
17.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
16.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
15.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
15.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
15.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
14.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
14.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
14.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
13.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
13.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
13.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
13.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
13.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
13.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
13.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
13.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
12.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
12.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
11.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
11.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
11.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
11.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
10.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
10.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
10.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
10.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
10.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
9.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
8.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
8.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
8.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
8.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
8.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
8.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
8.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
7.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
7.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
7.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
7.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
7.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
6.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
5.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
5.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
TCEAL1 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
19.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
55.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
50.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
49.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
48.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
41.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
40.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
40.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
40.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
38.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
37.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
36.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
36.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
36.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
34.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
34.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
34.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
32.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
32.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
32.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
32.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
32.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
32.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
31.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
31.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
31.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
31.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
30.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
30.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
30.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
30.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
30.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
30.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
29.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
29.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
29.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
29.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
29.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
29.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
29.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
29.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
29.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
29.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
29.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
29.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
29.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
28.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
28.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
28.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
28.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
28.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
28.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
28.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
28.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
28.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
27.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
27.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
27.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
27.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
27.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
27.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
27.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
27.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
27.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
27.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
27.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
27.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
27.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
27.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
27.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
27.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
27.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
27.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
26.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
26.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
26.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
26.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
26.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
26.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
26.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
26.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
26.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
26.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
26.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
26.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
26.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
26.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
26.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
26.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
26.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
25.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
25.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
25.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
25.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
25.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
25.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
25.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
25.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
25.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
25.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
25.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
25.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
25.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
25.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
25.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
25.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
25.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
25.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
25.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
25.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
25.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
25.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
24.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
24.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
24.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
24.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
24.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
24.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
24.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
24.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
24.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
24.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
24.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
24.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
24.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
24.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
24.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
24.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
24.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
24.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
23.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
23.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
23.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
23.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
23.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
23.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
23.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
23.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
23.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
23.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
23.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
23.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
23.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
23.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
23.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
23.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
23.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
23.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
23.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
23.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
23.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
23.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
23.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
23.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
22.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
22.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
22.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
22.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
22.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
22.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
22.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
22.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
22.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
22.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
22.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
22.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
22.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
22.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
22.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
22.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
22.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
22.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
22.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
22.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
22.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
22.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
22.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
22.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
22.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
22.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
22.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
22.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
22.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
22.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
22.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
22.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
21.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
21.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
21.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
21.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
21.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
21.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
21.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
21.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
21.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
21.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
21.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
21.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
21.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
21.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
21.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
21.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
21.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
21.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
21.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
21.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
21.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
21.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
21.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
21.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
21.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
21.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
21.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
21.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
21.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
21.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
21.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
21.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
21.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
20.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
20.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
20.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
20.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
20.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
20.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
20.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
20.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
20.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
20.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
20.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
20.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
20.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
20.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
20.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
20.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
20.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
20.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
20.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
20.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
20.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
20.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
20.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
20.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
20.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
20.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
20.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
20.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
20.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
19.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
19.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
19.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
19.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
19.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
19.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
19.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
19.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
19.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
19.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
19.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
19.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
19.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
19.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
19.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
19.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
19.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
19.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
19.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
19.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
19.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
19.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
19.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
19.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
19.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
19.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
18.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
18.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
18.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
18.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
18.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
18.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
18.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
18.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
18.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
18.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
18.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
18.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
18.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
18.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
18.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
18.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
18.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
18.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
18.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
18.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
18.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
18.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
18.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
18.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
18.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
18.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
18.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
18.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
18.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
18.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
18.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
18.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
18.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
18.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
18.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
17.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
17.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
17.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
17.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
17.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
17.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
17.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
17.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
17.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
17.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
17.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
17.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
17.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
17.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
17.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
17.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
17.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
17.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
16.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
16.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
16.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
16.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
16.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
16.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
16.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
16.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
16.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
16.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
16.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
16.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
16.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
16.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
16.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
16.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
16.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
16.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
16.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
16.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
16.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
16.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
16.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
16.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
16.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
16.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
15.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
15.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
15.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
15.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
15.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
15.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
15.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
15.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
15.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
15.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
15.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
15.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
15.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
15.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
15.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
14.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
14.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
14.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
14.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
14.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
14.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
14.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
14.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
14.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
14.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
14.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
14.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
14.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
14.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
14.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
14.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
14.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
14.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
14.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
14.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
14.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
14.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
14.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
13.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
13.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
13.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
13.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
13.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
13.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
13.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
13.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
13.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
13.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
13.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
13.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
13.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
12.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
12.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
12.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
12.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
12.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
12.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
12.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
12.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
12.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
12.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
12.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
12.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
12.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
12.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
12.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
12.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
12.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
12.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
12.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
12.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
12.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
12.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
12.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
12.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
11.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
11.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
11.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
11.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
11.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
11.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
11.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
11.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
11.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
11.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
11.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
11.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
11.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
11.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
11.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
11.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
11.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
11.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
11.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
10.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
10.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
10.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
10.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
10.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
10.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
10.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
10.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
10.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
10.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
10.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
9.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
9.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
9.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
9.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
9.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
9.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
9.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
9.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
9.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
9.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
9.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
9.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
9.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
8.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
8.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
8.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
7.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
7.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
7.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
7.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
6.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
6.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
6.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
5.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
5.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
5.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
5.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
5.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.9
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.
TCEAL1 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
21.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
45.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
43.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
38.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
38.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
35.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
33.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
32.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
32.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
31.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
30.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
30.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
30.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
29.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
28.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
28.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
27.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
27.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
26.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
26.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
26.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
26.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
26.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
25.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
25.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
25.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
25.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
25.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
25.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
25.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
24.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
24.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
24.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
24.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
24.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
23.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
23.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
23.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
23.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
23.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
23.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
23.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
23.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
22.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
22.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
22.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
22.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
22.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
22.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
21.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
21.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
21.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
20.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
20.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
20.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
20.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
20.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
20.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
20.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
20.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
19.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
19.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
19.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
19.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
19.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
19.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
19.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
18.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
18.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
18.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
18.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
18.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
18.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
18.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
17.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
17.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
17.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
17.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
16.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
15.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
15.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
14.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
13.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
13.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
12.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
12.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
12.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
12.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
11.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
10.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
10.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
9.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
9.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
8.9
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.
TCEAL1 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
12.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
130.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
42.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
38.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
34.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
33.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
32.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
30.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
30.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
29.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
28.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
27.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
26.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
25.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
24.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
24.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
23.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
22.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
22.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
22.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
21.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
21.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
21.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
21.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
20.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
20.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
20.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
19.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
19.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
19.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
19.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
19.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
19.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
19.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
18.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
18.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
18.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
18.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
18.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
18.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
17.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
17.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
17.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
17.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
17.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
17.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
17.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
17.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
17.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
17.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
16.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
16.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
16.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
16.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
16.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
16.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
16.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
16.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
15.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
15.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
15.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
15.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
15.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
15.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
15.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
15.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
15.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
15.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
15.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
15.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
15.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
15.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
14.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
14.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
14.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
14.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
14.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
14.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
14.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
14.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
14.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
13.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
13.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
13.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
13.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
13.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
13.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
13.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
13.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
13.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
13.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
13.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
13.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
13.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
13.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
13.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
13.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
13.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
13.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
12.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
12.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
12.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
12.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
12.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
12.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
12.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
12.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
12.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
12.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
12.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
12.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
12.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
12.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
12.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
12.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
12.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
12.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
12.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
12.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
12.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
12.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
12.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
11.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
11.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
11.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
11.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
11.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
11.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
11.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
11.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
11.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
11.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
11.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
11.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
11.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
11.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
11.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
11.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
11.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
11.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
11.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
11.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
11.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
11.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
11.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
10.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
10.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
10.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
10.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
10.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
10.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
10.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
10.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
10.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
10.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
10.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
10.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
10.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
10.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
10.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
10.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
10.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
10.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
10.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
10.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
9.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
9.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
9.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
9.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
9.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
9.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
9.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
9.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
9.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
9.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
9.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
9.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
9.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
9.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
9.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
9.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
9.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
9.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
9.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
9.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
9.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
9.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
8.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
8.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
8.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
8.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
8.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
8.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
8.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
8.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
8.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
8.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
8.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
8.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
8.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
8.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
8.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
8.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
8.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
8.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
8.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
8.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
7.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
7.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
7.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
7.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
7.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
7.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
7.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
7.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
7.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
7.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
7.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
7.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
7.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
7.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
7.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
7.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
7.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
6.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
6.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
6.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
6.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
6.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
6.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
6.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
6.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
6.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
6.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
6.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
6.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
6.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
6.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
6.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
6.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
6.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
6.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
6.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
6.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
6.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
5.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
5.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
5.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
5.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
5.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
5.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
4.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
4.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
4.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
3.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
3.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
3.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
2.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
2.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
2.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0011240003
Tumor
0.9
CPT0092190003
Normal
0.7
CPT0092790003
Tumor
0.7
CPT0079510001
Normal
0.6
CPT0002350011
Tumor
0.6
CPT0021240003
Tumor
0.6
CPT0001500009
Tumor
0.6
CPT0069160003
Tumor
0.6
CPT0012640003
Normal
0.5
CPT0069190001
Normal
0.5
CPT0075560003
Tumor
0.5
CPT0079300001
Normal
0.5
CPT0075720003
Tumor
0.5
CPT0001270001
Normal
0.5
CPT0025170003
Tumor
0.5
CPT0006440003
Tumor
0.5
CPT0086030003
Tumor
0.4
CPT0006900003
Tumor
0.4
CPT0012900004
Tumor
0.4
CPT0078930003
Tumor
0.4
CPT0002370001
Normal
0.4
CPT0086870003
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0024680001
Normal
0.4
CPT0009060003
Tumor
0.4
CPT0025580004
Tumor
0.4
CPT0066480003
Tumor
0.4
CPT0078530001
Normal
0.3
CPT0075170001
Normal
0.3
CPT0010120001
Normal
0.3
CPT0084590001
Normal
0.3
CPT0000870016
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0065690003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0086830003
Normal
0.3
CPT0026410003
Tumor
0.3
CPT0014470001
Normal
0.3
CPT0075130003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0075570001
Normal
0.3
CPT0081990003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0088760003
Tumor
0.2
CPT0086970003
Normal
0.2
CPT0019160001
Normal
0.2
CPT0088630003
Tumor
0.2
CPT0079430001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0018250001
Normal
0.2
CPT0088970003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0001180009
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0069010001
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0063330001
Normal
0.2
CPT0088690003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0084560003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0063640001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0007470001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0002270011
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0078660003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0012670003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0077110003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0086820003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0001540009
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0020020001
Normal
0.0
CPT0065450001
Normal
0.0
CPT0020120003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0088920001
Normal
0.0
CPT0017850003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0010160003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0025230003
Tumor
-0.1
CPT0078990003
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0088550004
Tumor
-0.1
CPT0014160003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0025060001
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0014450004
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0023690003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0024670003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0081620001
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0011410003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0078830003
Tumor
-0.2
CPT0065430003
Tumor
-0.2
CPT0065820001
Normal
-0.2
CPT0092740003
Normal
-0.2
CPT0025610001
Normal
-0.2
CPT0088480003
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0066430001
Normal
-0.2
CPT0079410003
Tumor
-0.2
CPT0023350003
Tumor
-0.2
CPT0012570003
Normal
-0.2
CPT0001340003
Tumor
-0.2
CPT0012180003
Tumor
-0.2
CPT0012280003
Tumor
-0.2
CPT0077140001
Normal
-0.2
CPT0012550003
Tumor
-0.2
CPT0025880003
Tumor
-0.3
CPT0012770003
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0025050003
Tumor
-0.3
CPT0010110003
Tumor
-0.3
CPT0076350001
Normal
-0.3
CPT0006950001
Normal
-0.3
CPT0092800003
Normal
-0.3
CPT0079180003
Tumor
-0.4
CPT0077310003
Tumor
-0.4
CPT0007320003
Tumor
-0.5
CPT0065810003
Tumor
-0.5
CPT0081880003
Tumor
-0.5
CPT0078800003
Tumor
-0.6
CPT0076330003
Tumor
-0.9
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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
