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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.
TMEM126B 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
14.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
63.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
38.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
38.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
32.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
28.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
27.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
25.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
22.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
20.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
20.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
20.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
20.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
20.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
19.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
19.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
18.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
18.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
17.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
16.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
16.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
15.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
15.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
15.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
15.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
15.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
15.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
14.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
14.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
14.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
14.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
14.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
14.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
14.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
13.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
13.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
13.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
13.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
13.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
12.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
12.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
11.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
11.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
11.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
11.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
9.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
9.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
9.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
9.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
8.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
8.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
8.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
7.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
7.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
6.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
6.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
6.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
3.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
3.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
2.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 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.
TMEM126B is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
41.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
40.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
37.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
35.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
34.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
33.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
32.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
32.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
31.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
30.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
28.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
27.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
27.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
27.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
27.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
25.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
24.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
24.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
24.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
23.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
23.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
23.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
23.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
23.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
22.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
22.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
22.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
22.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
22.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
22.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
22.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
22.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
22.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
21.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
21.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
21.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
21.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
21.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
20.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
20.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
20.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
20.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
20.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
20.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
20.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
20.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
19.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
19.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
19.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
19.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
19.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
19.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
19.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
18.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
18.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
18.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
18.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
18.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
18.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
18.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
18.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
18.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
18.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
18.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
18.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
17.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
17.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
17.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
17.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
17.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
17.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
17.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
17.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
17.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
17.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
17.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
17.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
17.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
17.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
17.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
17.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
17.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
17.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
16.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
16.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
16.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
16.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
16.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
16.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
16.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
16.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
16.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
16.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
16.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
16.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
16.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
16.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
15.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
15.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
15.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
15.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
15.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
15.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
15.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
15.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
15.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
15.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
15.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
15.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
15.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
15.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
15.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
15.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
15.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
15.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
15.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
15.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
15.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
15.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
15.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
15.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
15.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
15.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
15.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
14.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
14.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
14.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
14.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
14.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
14.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
14.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
14.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
14.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
14.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
14.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
14.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
14.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
14.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
14.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
14.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
14.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
14.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
14.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
14.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
14.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
14.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
14.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
14.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
14.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
14.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
14.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
14.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
14.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
14.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
14.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
14.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
13.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
13.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
13.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
13.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
13.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
13.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
13.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
13.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
13.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
13.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
13.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
13.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
13.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
13.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
13.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
13.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
13.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
13.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
13.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
13.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
13.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
13.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
13.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
13.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
13.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
13.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
13.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
13.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
13.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
13.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
13.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
13.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
13.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
13.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
13.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
13.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
13.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
13.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
13.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
12.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
12.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
12.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
12.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
12.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
12.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
12.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
12.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
12.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
12.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
12.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
12.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
12.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
12.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
12.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
12.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
12.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
12.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
12.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
12.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
12.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
12.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
12.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
12.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
12.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
12.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
12.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
12.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
12.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
12.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
12.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
12.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
12.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
12.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
12.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
12.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
12.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
12.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
12.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
11.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
11.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
11.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
11.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
11.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
11.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
11.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
11.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
11.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
11.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
11.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
11.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
11.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
11.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
11.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
11.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
11.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
11.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
11.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
11.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
11.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
11.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
11.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
11.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
11.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
11.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
11.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
11.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
11.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
11.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
11.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
11.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
11.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
11.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
11.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
11.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
11.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
11.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
11.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
11.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
11.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
11.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
11.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
11.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
10.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
10.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
10.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
10.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
10.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
10.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
10.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
10.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
10.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
10.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
10.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
10.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
10.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
10.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
10.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
10.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
10.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
10.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
10.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
10.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
10.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
10.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
10.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
10.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
10.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
10.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
10.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
10.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
10.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
10.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
10.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
10.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
10.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
10.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
10.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
10.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
10.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
10.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
10.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
10.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
10.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
10.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
10.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
9.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
9.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
9.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
9.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
9.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
9.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
9.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
9.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
9.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
9.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
9.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
9.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
9.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
9.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
9.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
9.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
9.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
9.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
9.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
9.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
9.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
9.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
9.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
9.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
9.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
9.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
9.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
9.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
9.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
9.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
9.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
9.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
9.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
9.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
9.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
9.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
9.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
9.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
9.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
9.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
9.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
9.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
8.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
8.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
8.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
8.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
8.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
8.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
8.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
8.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
8.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
8.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
8.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
8.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
8.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
8.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
8.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
8.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
8.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
8.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
8.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
8.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
8.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
8.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
8.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
8.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
8.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
8.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
8.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
8.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
8.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
8.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
8.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
8.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
8.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
8.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
8.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
8.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
8.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
8.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
8.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
8.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
8.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
7.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
7.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
7.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
7.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
7.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
7.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
7.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
7.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
7.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
7.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
7.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
7.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
7.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
7.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
7.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
7.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
7.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
7.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
7.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
7.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
7.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
7.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
7.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
7.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
7.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
7.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
7.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
7.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
6.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
6.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
6.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
6.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
6.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
6.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
6.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
6.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
6.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
6.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
6.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
6.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
6.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
6.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
6.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
6.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
6.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
6.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
6.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
6.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
6.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
6.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
6.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
6.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
6.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
6.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
6.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
6.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
6.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
6.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
6.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
6.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
6.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
6.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
5.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
5.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
5.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
5.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
5.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
5.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
5.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
5.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
5.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
5.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
5.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
5.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
5.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
5.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
4.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
4.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
4.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
4.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
4.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
4.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
4.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
4.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
4.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
3.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
3.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
3.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
2.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM126B 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
16.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
33.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
30.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
28.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
28.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
27.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
26.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
26.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
25.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
25.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
25.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
24.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
24.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
23.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
23.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
22.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
22.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
20.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
20.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
20.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
19.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
19.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
19.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
19.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
18.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
18.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
18.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
17.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
17.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
17.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
17.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
17.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
17.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
17.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
17.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
16.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
16.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
16.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
16.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
16.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
16.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
16.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
16.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
16.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
16.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
16.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
16.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
15.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
15.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
15.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
15.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
15.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
15.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
15.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
15.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
15.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
15.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
14.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
14.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
14.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
14.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
14.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
14.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
14.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
14.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
13.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
13.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
13.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
13.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
13.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
13.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
13.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
13.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
13.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
12.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
12.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
11.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
11.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
11.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
11.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
11.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
11.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
10.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
10.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
10.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
10.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
9.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
8.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
7.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
7.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
6.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
4.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 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.
TMEM126B 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
11.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
78.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
47.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
44.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
41.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
37.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
32.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
32.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
31.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
29.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
29.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
27.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
27.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
27.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
26.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
25.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
25.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
25.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
25.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
24.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
23.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
23.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
23.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
23.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
23.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
23.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
22.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
22.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
22.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
22.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
22.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
21.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
21.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
21.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
21.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
21.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
21.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
21.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
20.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
20.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
20.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
20.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
20.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
19.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
19.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
19.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
19.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
18.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
18.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
18.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
18.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
18.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
18.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
18.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
17.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
17.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
17.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
17.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
17.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
17.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
17.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
16.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
16.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
16.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
16.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
16.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
16.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
16.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
16.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
16.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
16.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
15.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
15.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
15.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
15.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
15.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
15.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
15.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
15.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
15.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
15.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
15.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
15.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
14.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
14.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
14.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
14.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
14.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
14.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
14.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
14.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
13.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
13.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
13.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
13.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
13.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
13.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
13.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
13.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
13.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
13.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
13.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
13.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
13.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
13.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
13.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
13.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
13.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
13.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
13.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
13.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
12.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
12.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
12.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
12.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
12.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
12.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
12.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
12.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
12.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
12.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
12.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
12.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
12.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
11.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
11.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
11.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
11.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
11.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
11.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
11.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
11.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
11.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
10.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
10.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
10.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
10.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
10.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
10.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
10.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
10.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
10.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
10.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
10.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
10.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
10.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
10.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
10.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
10.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
10.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
10.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
10.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
10.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
10.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
10.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
9.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
9.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
9.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
9.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
9.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
9.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
9.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
9.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
9.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
9.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
8.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
8.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
8.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
8.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
8.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
8.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
8.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
8.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
8.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
8.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
8.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
8.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
7.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
7.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
7.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
7.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
7.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
7.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
7.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
7.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
7.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
7.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
7.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
7.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
7.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
7.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
7.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
7.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
7.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
7.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
7.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
6.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
6.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
6.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
6.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
6.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
6.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
6.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
6.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
6.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
6.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
6.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
6.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
6.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
5.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
5.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
5.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
5.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
5.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
5.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
5.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
5.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
5.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
5.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
5.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
5.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
5.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
4.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
4.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
4.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
4.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
4.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
4.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
3.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
3.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
3.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
3.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
3.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
2.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
2.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
1.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
1.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
1.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012290003
Normal
1.9
CPT0002270011
Tumor
1.4
CPT0024670003
Tumor
1.1
CPT0079180003
Tumor
1.0
CPT0000790001
Normal
0.9
CPT0077140001
Normal
0.9
CPT0065450001
Normal
0.8
CPT0078660003
Tumor
0.7
CPT0023710001
Normal
0.7
CPT0014130001
Normal
0.7
CPT0092310003
Normal
0.7
CPT0023360001
Normal
0.7
CPT0006950001
Normal
0.6
CPT0078840001
Normal
0.6
CPT0066430001
Normal
0.6
CPT0092740003
Normal
0.6
CPT0082010001
Normal
0.5
CPT0088710001
Normal
0.5
CPT0025060001
Normal
0.5
CPT0010170001
Normal
0.5
CPT0092800003
Normal
0.5
CPT0081620001
Normal
0.5
CPT0001350001
Normal
0.4
CPT0006730001
Normal
0.4
CPT0078940001
Normal
0.4
CPT0089480003
Normal
0.4
CPT0086970003
Normal
0.4
CPT0063640001
Normal
0.4
CPT0079430001
Normal
0.4
CPT0089040001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0087050003
Normal
0.4
CPT0001190001
Normal
0.4
CPT0088920001
Normal
0.4
CPT0026420001
Normal
0.3
CPT0006530001
Normal
0.3
CPT0020020001
Normal
0.3
CPT0086890003
Normal
0.3
CPT0001230001
Normal
0.3
CPT0064400001
Normal
0.3
CPT0026410003
Tumor
0.3
CPT0063330001
Normal
0.3
CPT0069190001
Normal
0.3
CPT0014350001
Normal
0.3
CPT0001550001
Normal
0.3
CPT0025610001
Normal
0.3
CPT0001500009
Tumor
0.3
CPT0075570001
Normal
0.2
CPT0001180009
Tumor
0.2
CPT0065820001
Normal
0.2
CPT0092290003
Tumor
0.2
CPT0086370003
Normal
0.2
CPT0002370001
Normal
0.2
CPT0088780001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0077110003
Tumor
0.2
CPT0088500001
Normal
0.2
CPT0088970003
Tumor
0.2
CPT0007870001
Normal
0.2
CPT0001270001
Normal
0.2
CPT0019160001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0001510001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0088640003
Normal
0.1
CPT0078530001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0066520001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0088630003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0089460004
Tumor
-0.1
CPT0000640003
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0014370004
Tumor
-0.1
CPT0066470004
Tumor
-0.1
CPT0012370003
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0063630003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0002350011
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0000870016
Tumor
-0.2
CPT0001260009
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0088690003
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0077310003
Tumor
-0.3
CPT0023690003
Tumor
-0.3
CPT0081600003
Tumor
-0.3
CPT0025050003
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0078830003
Tumor
-0.3
CPT0065810003
Tumor
-0.4
CPT0077320001
Normal
-0.4
CPT0079510001
Normal
-0.4
CPT0079410003
Tumor
-0.4
CPT0075560003
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0092190003
Normal
-0.4
CPT0087040003
Tumor
-0.5
CPT0081990003
Tumor
-0.5
CPT0019130003
Tumor
-0.5
CPT0076330003
Tumor
-0.5
CPT0006900003
Tumor
-0.5
CPT0092160003
Tumor
-0.5
CPT0092730003
Tumor
-0.5
CPT0014160003
Tumor
-0.5
CPT0086360003
Tumor
-0.5
CPT0071150004
Tumor
-0.5
CPT0066480003
Tumor
-0.5
CPT0010110003
Tumor
-0.6
CPT0025880003
Tumor
-0.6
CPT0025580004
Tumor
-0.6
CPT0064370003
Tumor
-0.6
CPT0078930003
Tumor
-0.6
CPT0023350003
Tumor
-0.6
CPT0077490003
Tumor
-0.6
CPT0069160003
Tumor
-0.6
CPT0075130003
Tumor
-0.6
CPT0006630003
Tumor
-0.7
CPT0010160003
Tumor
-0.7
CPT0001540009
Tumor
-0.7
CPT0063320003
Tumor
-0.7
CPT0014470001
Normal
-0.7
CPT0078990003
Tumor
-0.7
CPT0015910003
Tumor
-0.8
CPT0001220008
Tumor
-0.8
CPT0024680001
Normal
-0.8
CPT0079480003
Tumor
-0.8
CPT0001340003
Tumor
-0.8
CPT0065430003
Tumor
-0.8
CPT0007860003
Tumor
-0.9
CPT0089020003
Tumor
-0.9
CPT0079270003
Tumor
-0.9
CPT0088900003
Tumor
-0.9
CPT0088570001
Normal
-1.0
CPT0088550004
Tumor
-1.1
CPT0012670003
Tumor
-1.5
CPT0012280003
Tumor
-1.7
CPT0012090003
Normal
-1.7
CPT0012550003
Tumor
-1.7
CPT0011240003
Tumor
-1.8
CPT0018250001
Normal
-2.1
CPT0012080003
Tumor
-2.6
CPT0012180003
Tumor
-2.6
CPT0017850003
Tumor
-3.4
CPT0078800003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0086830003
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0069010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0009020003
Normal
N/A
CPT0069000003
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0007470001
Normal
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0017450001
Normal
N/A
CPT0007320003
Tumor
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0065870003
Tumor
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0009060003
Tumor
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
