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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.
TIMM21 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
19.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
91.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
63.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
42.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
39.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
33.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
32.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
32.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
28.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
28.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
26.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
24.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
24.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
24.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
23.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
23.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
23.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
23.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
22.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
22.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
22.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
21.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
21.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
21.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
21.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
20.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
19.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
19.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
18.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
18.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
17.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
17.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
16.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
16.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
16.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
15.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
15.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
14.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
14.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
14.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
14.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
14.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
13.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
13.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
13.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
13.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
11.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
11.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
11.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
11.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
10.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
10.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
10.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
9.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
9.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
9.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
8.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
7.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
7.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
6.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
6.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
4.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
4.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 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.
TIMM21 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
30.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
30.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
29.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
28.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
26.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
26.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
24.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
23.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
23.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
21.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
21.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
21.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
21.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
21.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
21.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
21.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
20.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
20.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
20.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
20.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
20.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
20.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
19.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
19.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
19.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
19.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
19.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
19.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
19.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
18.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
18.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
18.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
18.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
18.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
18.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
18.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
18.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
18.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
18.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
18.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
17.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
17.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
17.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
17.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
17.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
17.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
17.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
17.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
17.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
17.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
17.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
17.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
17.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
17.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
17.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
17.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
17.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
17.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
17.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
16.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
16.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
16.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
16.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
16.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
16.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
16.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
16.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
16.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
16.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
16.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
16.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
16.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
16.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
16.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
16.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
16.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
15.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
15.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
15.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
15.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
15.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
15.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
15.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
15.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
15.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
15.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
15.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
15.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
15.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
15.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
15.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
15.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
15.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
15.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
15.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
15.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
15.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
15.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
15.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
15.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
15.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
15.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
15.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
15.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
15.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
15.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
15.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
15.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
15.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
15.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
15.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
15.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
15.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
15.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
15.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
14.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
14.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
14.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
14.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
14.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
14.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
14.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
14.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
14.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
14.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
14.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
14.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
14.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
14.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
14.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
14.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
14.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
14.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
14.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
14.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
14.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
14.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
14.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
14.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
14.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
14.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
14.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
14.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
14.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
14.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
14.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
14.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
14.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
14.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
14.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
14.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
14.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
14.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
14.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
14.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
14.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
14.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
14.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
14.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
14.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
14.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
14.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
14.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
13.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
13.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
13.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
13.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
13.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
13.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
13.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
13.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
13.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
13.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
13.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
13.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
13.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
13.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
13.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
13.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
13.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
13.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
13.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
13.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
13.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
13.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
13.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
13.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
13.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
13.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
13.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
13.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
13.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
13.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
13.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
13.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
13.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
13.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
13.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
13.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
13.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
13.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
13.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
13.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
13.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
13.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
13.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
13.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
13.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
13.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
13.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
13.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
13.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
13.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
13.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
13.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
13.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
13.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
13.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
13.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
13.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
13.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
13.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
13.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
13.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
12.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
12.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
12.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
12.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
12.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
12.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
12.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
12.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
12.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
12.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
12.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
12.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
12.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
12.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
12.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
12.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
12.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
12.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
12.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
12.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
12.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
12.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
12.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
12.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
12.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
12.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
12.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
12.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
12.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
12.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
12.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
12.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
12.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
12.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
12.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
12.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
12.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
12.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
12.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
12.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
12.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
12.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
12.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
12.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
12.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
12.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
12.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
12.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
12.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
12.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
12.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
12.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
12.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
12.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
12.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
12.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
12.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
12.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
12.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
12.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
11.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
11.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
11.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
11.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
11.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
11.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
11.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
11.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
11.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
11.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
11.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
11.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
11.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
11.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
11.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
11.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
11.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
11.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
11.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
11.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
11.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
11.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
11.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
11.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
11.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
11.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
11.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
11.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
11.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
11.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
11.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
11.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
11.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
11.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
11.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
11.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
11.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
11.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
11.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
11.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
11.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
11.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
10.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
10.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
10.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
10.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
10.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
10.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
10.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
10.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
10.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
10.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
10.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
10.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
10.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
10.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
10.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
10.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
10.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
10.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
10.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
10.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
10.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
10.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
10.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
10.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
10.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
10.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
10.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
10.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
10.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
10.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
10.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
10.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
10.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
10.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
10.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
10.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
10.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
10.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
10.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
10.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
10.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
10.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
10.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
10.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
10.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
10.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
9.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
9.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
9.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
9.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
9.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
9.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
9.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
9.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
9.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
9.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
9.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
9.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
9.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
9.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
9.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
9.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
9.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
9.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
9.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
9.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
9.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
9.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
9.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
9.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
9.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
9.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
9.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
9.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
9.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
9.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
9.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
9.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
9.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
8.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
8.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
8.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
8.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
8.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
8.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
8.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
8.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
8.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
8.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
8.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
8.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
8.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
8.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
8.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
8.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
8.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
8.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
8.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
8.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
8.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
8.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
8.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
8.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
8.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
8.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
8.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
8.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
8.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
8.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
8.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
8.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
7.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
7.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
7.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
7.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
7.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
7.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
7.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
7.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
7.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
7.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
7.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
7.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
7.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
7.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
7.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
7.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
7.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
7.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
7.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
6.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
6.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
6.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
6.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
6.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
6.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
6.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
6.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
6.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
6.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
6.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
6.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
6.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
6.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
6.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
6.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
5.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
5.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
5.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
5.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
5.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
5.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
5.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
5.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
5.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
5.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
5.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
5.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
4.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
4.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
4.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
4.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
4.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TIMM21 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
14.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
26.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
25.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
23.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
22.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
22.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
21.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
21.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
20.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
20.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
20.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
20.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
20.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
19.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
19.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
18.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
18.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
18.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
18.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
18.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
18.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
18.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
17.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
17.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
17.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
17.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
17.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
17.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
17.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
17.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
16.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
16.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
16.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
16.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
16.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
16.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
16.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
15.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
15.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
15.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
15.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
15.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
15.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
15.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
14.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
14.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
14.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
14.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
14.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
14.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
13.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
13.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
13.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
13.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
13.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
13.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
13.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
13.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
13.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
13.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
12.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
12.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
12.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
12.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
12.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
12.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
12.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
11.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
11.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
11.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
11.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
10.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
10.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
10.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
10.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
9.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
9.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
9.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
9.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
9.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
9.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
9.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
8.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
8.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
8.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
8.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
8.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
8.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
7.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
6.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
6.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
6.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
TIMM21 is potential prognostic, high expression is favorable 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
18.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
132.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
117.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
105.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
102.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
93.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
81.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
70.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
62.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
60.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
59.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
58.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
57.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
56.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
55.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
53.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
51.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
50.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
48.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
48.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
46.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
45.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
45.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
40.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
39.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
39.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
39.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
33.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
33.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
32.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
32.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
30.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
28.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
27.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
27.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
26.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
26.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
25.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
25.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
24.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
23.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
23.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
22.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
22.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
21.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
21.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
21.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
21.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
21.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
20.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
20.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
20.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
20.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
20.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
20.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
19.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
19.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
19.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
19.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
19.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
18.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
18.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
18.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
18.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
18.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
18.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
17.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
17.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
17.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
17.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
17.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
17.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
17.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
17.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
17.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
17.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
17.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
17.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
17.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
17.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
17.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
17.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
17.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
17.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
17.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
17.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
16.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
16.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
16.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
16.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
16.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
16.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
16.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
16.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
16.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
16.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
16.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
16.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
16.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
16.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
16.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
16.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
16.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
16.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
15.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
15.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
15.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
15.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
15.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
15.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
15.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
15.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
15.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
15.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
15.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
15.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
15.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
15.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
15.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
15.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
15.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
15.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
15.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
14.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
14.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
14.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
14.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
14.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
14.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
14.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
14.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
14.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
14.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
14.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
14.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
14.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
14.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
14.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
14.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
14.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
14.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
14.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
14.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
14.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
14.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
14.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
14.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
13.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
13.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
13.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
13.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
13.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
13.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
13.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
13.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
13.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
13.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
13.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
13.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
13.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
13.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
13.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
13.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
13.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
13.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
13.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
12.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
12.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
12.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
12.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
12.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
12.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
12.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
12.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
12.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
12.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
12.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
12.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
12.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
12.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
12.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
12.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
12.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
12.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
12.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
12.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
12.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
11.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
11.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
11.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
11.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
11.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
11.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
11.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
11.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
11.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
11.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
11.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
11.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
11.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
11.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
11.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
11.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
10.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
10.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
10.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
10.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
10.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
10.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
10.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
10.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
10.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
10.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
10.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
10.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
10.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
10.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
10.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
10.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
10.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
10.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
9.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
9.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
9.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
9.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
9.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
9.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
9.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
9.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
9.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
9.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
9.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
9.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
8.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
8.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
8.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
8.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
8.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
8.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
8.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
8.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
8.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
7.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
7.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
7.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
7.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
7.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
7.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
7.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
7.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
6.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
6.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
6.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
6.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
6.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
6.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
6.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
6.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
5.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
5.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
5.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
5.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
4.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
4.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
3.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
3.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
2.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
1.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 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
CPT0002270011
Tumor
1.7
CPT0078660003
Tumor
1.7
CPT0001500009
Tumor
1.0
CPT0015730003
Tumor
0.9
CPT0006950001
Normal
0.8
CPT0066430001
Normal
0.8
CPT0065450001
Normal
0.8
CPT0023710001
Normal
0.8
CPT0023360001
Normal
0.7
CPT0092310003
Normal
0.7
CPT0006730001
Normal
0.7
CPT0010170001
Normal
0.7
CPT0000790001
Normal
0.7
CPT0081620001
Normal
0.6
CPT0001350001
Normal
0.6
CPT0092800003
Normal
0.6
CPT0092740003
Normal
0.6
CPT0012670003
Tumor
0.6
CPT0078670001
Normal
0.6
CPT0078840001
Normal
0.6
CPT0025610001
Normal
0.5
CPT0092290003
Tumor
0.5
CPT0014470001
Normal
0.5
CPT0088640003
Normal
0.5
CPT0007870001
Normal
0.5
CPT0089480003
Normal
0.5
CPT0007470001
Normal
0.5
CPT0088710001
Normal
0.4
CPT0014450004
Tumor
0.4
CPT0079000001
Normal
0.4
CPT0078530001
Normal
0.4
CPT0088780001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0000660001
Normal
0.4
CPT0077140001
Normal
0.4
CPT0088920001
Normal
0.3
CPT0088500001
Normal
0.3
CPT0001550001
Normal
0.3
CPT0087050003
Normal
0.3
CPT0082010001
Normal
0.3
CPT0014350001
Normal
0.3
CPT0014130001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0079430001
Normal
0.3
CPT0064400001
Normal
0.3
CPT0078800003
Tumor
0.3
CPT0026420001
Normal
0.3
CPT0076350001
Normal
0.2
CPT0078940001
Normal
0.2
CPT0069010001
Normal
0.2
CPT0089040001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0020130001
Normal
0.2
CPT0086870003
Tumor
0.2
CPT0025060001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0001190001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0001230001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0009000003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0086890003
Normal
0.1
CPT0069000003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0001540009
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0079180003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0065820001
Normal
-0.1
CPT0088690003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0006440003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0088970003
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0075130003
Tumor
-0.1
CPT0012180003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0081600003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0009060003
Tumor
-0.2
CPT0078830003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0010160003
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0065810003
Tumor
-0.2
CPT0012290003
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0021240003
Tumor
-0.3
CPT0079480003
Tumor
-0.3
CPT0078930003
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0007860003
Tumor
-0.3
CPT0025170003
Tumor
-0.3
CPT0075720003
Tumor
-0.3
CPT0024680001
Normal
-0.3
CPT0020120003
Tumor
-0.4
CPT0001260009
Tumor
-0.4
CPT0086030003
Tumor
-0.4
CPT0079230003
Tumor
-0.4
CPT0018250001
Normal
-0.4
CPT0017450001
Normal
-0.4
CPT0007320003
Tumor
-0.4
CPT0069160003
Tumor
-0.4
CPT0000640003
Tumor
-0.4
CPT0085670003
Tumor
-0.4
CPT0001270001
Normal
-0.4
CPT0063630003
Tumor
-0.5
CPT0010120001
Normal
-0.5
CPT0092790003
Tumor
-0.5
CPT0079270003
Tumor
-0.5
CPT0075560003
Tumor
-0.5
CPT0092190003
Normal
-0.5
CPT0025350003
Tumor
-0.5
CPT0025110003
Tumor
-0.5
CPT0088630003
Tumor
-0.5
CPT0079380003
Tumor
-0.5
CPT0065750003
Tumor
-0.5
CPT0001220008
Tumor
-0.5
CPT0000870016
Tumor
-0.5
CPT0075170001
Normal
-0.5
CPT0025580004
Tumor
-0.5
CPT0088760003
Tumor
-0.5
CPT0081880003
Tumor
-0.5
CPT0077110003
Tumor
-0.5
CPT0086950003
Tumor
-0.5
CPT0025290003
Tumor
-0.6
CPT0079510001
Normal
-0.6
CPT0071150004
Tumor
-0.6
CPT0063320003
Tumor
-0.6
CPT0086820003
Tumor
-0.6
CPT0006630003
Tumor
-0.6
CPT0012080003
Tumor
-0.6
CPT0006900003
Tumor
-0.6
CPT0023690003
Tumor
-0.6
CPT0076330003
Tumor
-0.6
CPT0019990003
Tumor
-0.6
CPT0001340003
Tumor
-0.7
CPT0012550003
Tumor
-0.7
CPT0084590001
Normal
-0.7
CPT0012640003
Normal
-0.7
CPT0065870003
Tumor
-0.7
CPT0011410003
Tumor
-0.7
CPT0078990003
Tumor
-0.7
CPT0092730003
Tumor
-0.7
CPT0078510003
Tumor
-0.7
CPT0077320001
Normal
-0.7
CPT0077310003
Tumor
-0.7
CPT0009020003
Normal
-0.7
CPT0066470004
Tumor
-0.7
CPT0089020003
Tumor
-0.8
CPT0065930003
Tumor
-0.8
CPT0019130003
Tumor
-0.8
CPT0001180009
Tumor
-0.8
CPT0065430003
Tumor
-0.8
CPT0081990003
Tumor
-0.9
CPT0015910003
Tumor
-0.9
CPT0012280003
Tumor
-0.9
CPT0012900004
Tumor
-0.9
CPT0009080003
Normal
-1.0
CPT0012920003
Normal
-1.0
CPT0065690003
Tumor
-1.0
CPT0017850003
Tumor
-1.0
CPT0084560003
Tumor
-1.1
CPT0077490003
Tumor
-1.1
CPT0088550004
Tumor
-1.1
CPT0066480003
Tumor
-1.5
CPT0017410003
Tumor
-1.5
CPT0011240003
Tumor
-1.7
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
