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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.
SLC25A13 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
11.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
34.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
24.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
24.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
24.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
22.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
22.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
21.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
20.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
18.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
18.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
18.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
15.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
15.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
15.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
14.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
13.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
12.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
12.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
11.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
11.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
11.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
11.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
11.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
11.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
10.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
10.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
10.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
10.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
10.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
10.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
10.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
10.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
10.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
9.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
9.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
9.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
9.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
8.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
8.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
8.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
7.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
7.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
6.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
6.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
6.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
6.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
6.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
6.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
6.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
5.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
5.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
5.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
5.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
3.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
3.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 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.
SLC25A13 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
15.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
73.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
46.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
43.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
38.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
37.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
36.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
35.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
35.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
34.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
34.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
33.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
32.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
32.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
32.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
32.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
32.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
31.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
30.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
29.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
29.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
28.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
28.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
28.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
28.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
27.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
27.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
27.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
27.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
27.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
27.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
27.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
27.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
26.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
26.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
26.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
26.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
26.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
25.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
25.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
25.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
25.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
25.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
25.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
24.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
24.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
24.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
24.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
24.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
24.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
24.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
24.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
24.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
24.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
23.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
23.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
23.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
23.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
23.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
23.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
23.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
23.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
23.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
23.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
23.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
23.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
23.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
22.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
22.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
22.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
22.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
22.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
22.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
22.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
22.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
22.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
22.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
22.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
22.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
22.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
21.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
21.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
21.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
21.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
21.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
21.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
21.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
21.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
21.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
21.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
21.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
21.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
20.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
20.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
20.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
20.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
20.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
20.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
20.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
20.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
20.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
20.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
20.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
20.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
20.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
20.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
20.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
20.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
20.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
20.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
19.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
19.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
19.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
19.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
19.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
19.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
19.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
19.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
19.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
19.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
19.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
19.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
19.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
19.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
19.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
19.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
19.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
19.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
19.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
19.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
18.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
18.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
18.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
18.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
18.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
18.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
18.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
18.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
18.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
18.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
18.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
18.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
18.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
18.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
18.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
18.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
18.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
18.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
18.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
18.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
18.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
18.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
18.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
18.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
18.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
18.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
18.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
18.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
17.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
17.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
17.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
17.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
17.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
17.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
17.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
17.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
17.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
17.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
17.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
17.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
17.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
17.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
17.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
17.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
17.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
17.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
17.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
17.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
17.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
17.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
17.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
17.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
17.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
17.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
17.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
17.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
17.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
16.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
16.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
16.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
16.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
16.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
16.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
16.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
16.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
16.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
16.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
16.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
16.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
16.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
16.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
16.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
16.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
16.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
16.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
16.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
16.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
16.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
16.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
16.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
16.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
16.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
16.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
16.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
16.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
16.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
16.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
16.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
16.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
16.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
16.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
16.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
15.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
15.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
15.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
15.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
15.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
15.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
15.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
15.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
15.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
15.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
15.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
15.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
15.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
15.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
15.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
15.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
15.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
15.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
15.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
15.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
15.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
15.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
15.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
15.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
15.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
15.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
14.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
14.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
14.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
14.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
14.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
14.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
14.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
14.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
14.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
14.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
14.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
14.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
14.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
14.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
14.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
14.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
14.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
14.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
14.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
14.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
14.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
14.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
14.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
14.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
14.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
14.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
14.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
14.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
14.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
14.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
14.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
13.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
13.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
13.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
13.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
13.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
13.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
13.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
13.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
13.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
13.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
13.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
13.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
13.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
13.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
13.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
13.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
13.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
13.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
13.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
13.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
13.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
13.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
13.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
13.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
13.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
13.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
13.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
13.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
13.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
13.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
12.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
12.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
12.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
12.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
12.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
12.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
12.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
12.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
12.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
12.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
12.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
12.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
12.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
12.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
12.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
12.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
12.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
12.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
12.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
12.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
12.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
12.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
12.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
12.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
12.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
12.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
12.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
11.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
11.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
11.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
11.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
11.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
11.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
11.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
11.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
11.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
11.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
11.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
11.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
11.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
11.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
11.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
11.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
11.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
11.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
11.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
11.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
11.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
11.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
11.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
11.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
11.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
11.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
10.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
10.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
10.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
10.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
10.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
10.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
10.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
10.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
10.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
10.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
10.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
10.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
10.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
10.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
10.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
10.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
10.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
10.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
10.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
10.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
10.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
10.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
10.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
10.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
10.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
9.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
9.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
9.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
9.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
9.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
9.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
9.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
9.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
9.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
9.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
9.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
9.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
9.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
9.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
9.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
9.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
9.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
9.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
9.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
8.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
8.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
8.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
8.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
8.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
8.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
8.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
8.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
8.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
8.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
8.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
8.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
8.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
8.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
8.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
8.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
8.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
8.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
7.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
7.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
7.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
7.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
7.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
7.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
7.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
7.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
7.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
7.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
7.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
7.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
7.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
7.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
7.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
6.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
6.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
6.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
6.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
6.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
6.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
6.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
6.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
6.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
6.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
6.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
6.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
6.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
6.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
6.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
6.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
6.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
6.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
5.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
5.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
5.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
5.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
5.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
5.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
5.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
5.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
5.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
5.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
5.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
5.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
5.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
5.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
5.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
4.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
4.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
4.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
4.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
4.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
4.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
4.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
3.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
3.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 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.
SLC25A13 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
20.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
75.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
42.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
41.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
39.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
37.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
36.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
35.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
35.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
31.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
30.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
29.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
28.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
27.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
27.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
27.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
26.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
26.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
26.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
25.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
25.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
25.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
25.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
24.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
24.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
24.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
23.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
23.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
23.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
23.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
23.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
22.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
22.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
22.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
21.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
21.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
21.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
21.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
20.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
20.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
19.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
19.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
19.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
19.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
19.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
19.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
19.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
19.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
18.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
18.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
18.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
18.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
18.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
17.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
17.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
17.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
17.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
17.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
17.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
17.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
16.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
16.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
16.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
16.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
16.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
15.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
15.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
15.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
15.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
15.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
15.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
15.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
15.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
14.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
14.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
14.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
14.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
13.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
13.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
13.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
13.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
13.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
12.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
11.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
11.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
11.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
10.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
10.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
10.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
10.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
9.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
8.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC25A13 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
50.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
50.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
46.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
44.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
38.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
37.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
35.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
35.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
35.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
35.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
35.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
34.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
34.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
33.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
32.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
32.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
32.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
31.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
31.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
31.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
31.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
30.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
30.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
30.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
30.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
29.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
29.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
29.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
29.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
28.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
28.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
28.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
28.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
27.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
27.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
27.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
27.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
26.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
26.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
26.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
26.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
26.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
26.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
25.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
25.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
25.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
25.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
24.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
24.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
24.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
24.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
24.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
23.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
23.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
23.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
23.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
23.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
23.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
23.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
23.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
23.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
22.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
22.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
22.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
21.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
21.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
21.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
21.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
21.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
21.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
21.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
21.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
21.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
21.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
20.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
20.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
20.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
20.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
20.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
20.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
20.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
20.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
20.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
20.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
20.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
19.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
19.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
19.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
19.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
19.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
19.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
19.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
19.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
19.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
19.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
19.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
19.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
19.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
18.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
18.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
18.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
18.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
18.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
18.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
18.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
18.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
18.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
18.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
18.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
18.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
18.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
18.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
17.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
17.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
17.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
17.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
17.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
17.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
17.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
17.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
17.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
17.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
17.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
17.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
17.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
17.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
17.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
17.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
17.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
17.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
17.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
17.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
16.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
16.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
16.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
16.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
16.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
16.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
16.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
16.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
16.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
16.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
16.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
16.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
15.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
15.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
15.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
15.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
15.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
15.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
15.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
15.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
15.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
15.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
15.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
15.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
14.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
14.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
14.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
14.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
14.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
14.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
14.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
14.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
14.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
14.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
14.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
14.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
14.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
14.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
13.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
13.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
13.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
13.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
13.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
13.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
13.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
13.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
13.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
13.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
13.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
13.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
13.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
13.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
13.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
13.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
13.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
12.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
12.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
12.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
12.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
12.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
12.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
12.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
12.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
12.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
12.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
12.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
12.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
11.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
11.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
11.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
11.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
11.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
11.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
11.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
10.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
10.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
10.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
10.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
10.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
10.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
10.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
10.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
10.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
10.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
9.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
9.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
9.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
9.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
9.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
9.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
9.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
9.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
9.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
8.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
8.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
8.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
8.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
8.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
8.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
8.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
7.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
7.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
7.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
7.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
7.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
7.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
7.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
7.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
7.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
6.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
6.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
6.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
6.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
6.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
6.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
6.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
6.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
6.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
6.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
6.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
6.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
5.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
5.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
5.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
5.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
5.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
5.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
4.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
4.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
4.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
4.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
4.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
4.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
3.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
3.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
3.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
2.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
1.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
1.6
CPT0065450001
Normal
1.1
CPT0006950001
Normal
1.1
CPT0001500009
Tumor
1.0
CPT0088780001
Normal
1.0
CPT0066430001
Normal
0.9
CPT0006730001
Normal
0.9
CPT0000790001
Normal
0.9
CPT0088920001
Normal
0.9
CPT0023710001
Normal
0.8
CPT0089480003
Normal
0.8
CPT0010170001
Normal
0.8
CPT0078840001
Normal
0.8
CPT0092800003
Normal
0.8
CPT0078670001
Normal
0.7
CPT0092740003
Normal
0.7
CPT0023360001
Normal
0.7
CPT0088710001
Normal
0.7
CPT0092310003
Normal
0.7
CPT0081620001
Normal
0.7
CPT0079000001
Normal
0.6
CPT0001350001
Normal
0.6
CPT0077140001
Normal
0.6
CPT0026420001
Normal
0.6
CPT0086370003
Normal
0.6
CPT0025060001
Normal
0.6
CPT0025610001
Normal
0.6
CPT0023350003
Tumor
0.6
CPT0088500001
Normal
0.6
CPT0013790003
Normal
0.5
CPT0007470001
Normal
0.5
CPT0020020001
Normal
0.5
CPT0007870001
Normal
0.5
CPT0077500001
Normal
0.5
CPT0000890001
Normal
0.5
CPT0087050003
Normal
0.5
CPT0082010001
Normal
0.5
CPT0064400001
Normal
0.5
CPT0078530001
Normal
0.4
CPT0069010001
Normal
0.4
CPT0086890003
Normal
0.4
CPT0081880003
Tumor
0.4
CPT0065820001
Normal
0.4
CPT0086970003
Normal
0.4
CPT0078660003
Tumor
0.4
CPT0088640003
Normal
0.4
CPT0014130001
Normal
0.4
CPT0012280003
Tumor
0.3
CPT0078940001
Normal
0.3
CPT0012670003
Tumor
0.3
CPT0089040001
Normal
0.3
CPT0063640001
Normal
0.3
CPT0001510001
Normal
0.3
CPT0014450004
Tumor
0.3
CPT0079430001
Normal
0.3
CPT0063330001
Normal
0.2
CPT0019160001
Normal
0.2
CPT0024670003
Tumor
0.2
CPT0001550001
Normal
0.2
CPT0020130001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0076350001
Normal
0.2
CPT0015730003
Tumor
0.2
CPT0006530001
Normal
0.2
CPT0001230001
Normal
0.2
CPT0012570003
Normal
0.2
CPT0088570001
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0020120003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0088690003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0012290003
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0086830003
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0014470001
Normal
-0.1
CPT0078800003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0079480003
Tumor
-0.2
CPT0012090003
Normal
-0.2
CPT0024680001
Normal
-0.2
CPT0086870003
Tumor
-0.2
CPT0069190001
Normal
-0.2
CPT0011410003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0010160003
Tumor
-0.2
CPT0025110003
Tumor
-0.3
CPT0088630003
Tumor
-0.3
CPT0001260009
Tumor
-0.3
CPT0088970003
Tumor
-0.3
CPT0079300001
Normal
-0.3
CPT0063630003
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0025050003
Tumor
-0.3
CPT0001540009
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0075720003
Tumor
-0.3
CPT0025230003
Tumor
-0.4
CPT0087040003
Tumor
-0.4
CPT0086950003
Tumor
-0.4
CPT0086030003
Tumor
-0.4
CPT0088480003
Tumor
-0.4
CPT0001270001
Normal
-0.4
CPT0079270003
Tumor
-0.4
CPT0014160003
Tumor
-0.4
CPT0078830003
Tumor
-0.4
CPT0007860003
Tumor
-0.4
CPT0086360003
Tumor
-0.5
CPT0066470004
Tumor
-0.5
CPT0019990003
Tumor
-0.5
CPT0069000003
Tumor
-0.5
CPT0086820003
Tumor
-0.5
CPT0012080003
Tumor
-0.5
CPT0075570001
Normal
-0.5
CPT0006630003
Tumor
-0.5
CPT0075130003
Tumor
-0.5
CPT0012180003
Tumor
-0.6
CPT0089020003
Tumor
-0.6
CPT0088900003
Tumor
-0.6
CPT0009000003
Tumor
-0.6
CPT0077310003
Tumor
-0.6
CPT0010110003
Tumor
-0.6
CPT0065690003
Tumor
-0.6
CPT0006440003
Tumor
-0.6
CPT0009060003
Tumor
-0.6
CPT0000640003
Tumor
-0.6
CPT0065430003
Tumor
-0.6
CPT0075170001
Normal
-0.6
CPT0026410003
Tumor
-0.6
CPT0084590001
Normal
-0.7
CPT0000870016
Tumor
-0.7
CPT0069160003
Tumor
-0.7
CPT0001220008
Tumor
-0.7
CPT0065750003
Tumor
-0.7
CPT0078930003
Tumor
-0.7
CPT0079510001
Normal
-0.7
CPT0006900003
Tumor
-0.7
CPT0025350003
Tumor
-0.7
CPT0092790003
Tumor
-0.7
CPT0071150004
Tumor
-0.8
CPT0002350011
Tumor
-0.8
CPT0092160003
Tumor
-0.8
CPT0012640003
Normal
-0.8
CPT0092730003
Tumor
-0.8
CPT0077320001
Normal
-0.8
CPT0092190003
Normal
-0.8
CPT0012370003
Tumor
-0.8
CPT0025290003
Tumor
-0.8
CPT0063320003
Tumor
-0.8
CPT0009080003
Normal
-0.8
CPT0085670003
Tumor
-0.8
CPT0025580004
Tumor
-0.8
CPT0065870003
Tumor
-0.8
CPT0077110003
Tumor
-0.8
CPT0088760003
Tumor
-0.9
CPT0079230003
Tumor
-0.9
CPT0009020003
Normal
-0.9
CPT0076330003
Tumor
-0.9
CPT0078990003
Tumor
-1.0
CPT0017850003
Tumor
-1.0
CPT0065930003
Tumor
-1.0
CPT0012900004
Tumor
-1.0
CPT0012920003
Normal
-1.0
CPT0012550003
Tumor
-1.0
CPT0081990003
Tumor
-1.0
CPT0079380003
Tumor
-1.1
CPT0021240003
Tumor
-1.1
CPT0014370004
Tumor
-1.1
CPT0066480003
Tumor
-1.1
CPT0077490003
Tumor
-1.1
CPT0079180003
Tumor
-1.1
CPT0023690003
Tumor
-1.1
CPT0001340003
Tumor
-1.1
CPT0015910003
Tumor
-1.2
CPT0075560003
Tumor
-1.3
CPT0017410003
Tumor
-1.4
CPT0001180009
Tumor
-1.4
CPT0084560003
Tumor
-1.4
CPT0011240003
Tumor
-1.4
CPT0088550004
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
