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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.
TOR4A 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
3.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
14.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
13.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
13.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
11.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
11.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
10.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
9.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
9.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
8.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
7.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
7.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
6.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
6.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
5.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
5.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
4.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
4.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
3.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
3.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
2.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
2.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
2.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
2.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
2.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
2.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
2.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
2.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
2.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
1.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
1.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
1.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
1.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
1.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
1.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
0.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
TOR4A is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
32.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
25.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
23.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
22.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
21.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
20.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
20.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
20.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
19.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
18.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
18.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
18.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
18.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
18.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
18.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
17.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
16.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
16.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
16.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
16.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
15.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
15.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
15.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
15.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
15.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
15.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
15.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
15.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
15.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
15.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
15.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
15.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
15.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
14.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
14.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
14.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
14.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
14.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
14.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
14.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
14.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
14.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
13.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
13.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
13.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
13.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
13.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
13.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
13.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
13.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
13.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
13.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
13.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
13.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
13.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
13.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
13.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
13.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
13.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
13.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
13.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
12.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
12.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
12.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
12.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
12.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
12.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
12.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
12.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
12.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
12.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
12.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
12.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
12.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
12.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
12.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
12.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
12.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
12.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
12.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
12.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
12.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
12.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
12.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
12.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
12.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
11.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
11.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
11.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
11.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
11.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
11.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
11.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
11.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
11.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
11.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
11.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
11.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
11.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
11.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
11.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
11.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
11.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
11.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
11.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
11.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
11.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
11.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
11.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
11.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
11.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
11.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
11.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
11.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
11.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
11.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
11.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
11.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
11.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
11.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
11.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
11.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
11.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
11.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
11.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
11.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
10.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
10.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
10.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
10.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
10.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
10.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
10.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
10.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
10.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
10.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
10.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
10.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
10.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
10.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
10.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
10.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
10.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
10.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
10.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
10.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
10.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
10.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
10.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
10.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
10.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
10.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
10.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
10.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
10.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
10.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
10.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
10.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
10.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
10.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
10.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
10.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
10.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
10.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
10.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
10.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
10.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
10.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
10.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
10.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
9.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
9.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
9.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
9.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
9.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
9.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
9.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
9.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
9.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
9.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
9.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
9.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
9.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
9.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
9.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
9.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
9.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
9.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
9.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
9.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
9.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
9.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
9.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
9.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
9.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
9.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
9.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
9.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
9.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
9.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
9.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
9.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
9.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
9.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
9.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
9.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
9.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
9.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
9.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
9.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
9.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
9.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
9.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
9.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
9.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
9.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
9.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
9.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
9.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
9.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
9.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
9.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
9.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
9.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
9.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
9.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
9.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
9.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
9.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
8.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
8.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
8.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
8.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
8.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
8.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
8.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
8.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
8.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
8.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
8.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
8.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
8.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
8.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
8.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
8.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
8.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
8.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
8.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
8.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
8.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
8.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
8.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
8.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
8.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
8.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
8.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
8.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
8.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
8.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
8.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
8.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
8.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
8.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
8.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
8.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
8.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
8.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
8.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
8.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
8.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
8.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
8.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
8.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
8.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
8.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
8.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
8.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
8.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
8.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
8.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
8.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
8.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
8.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
8.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
8.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
8.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
8.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
8.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
8.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
8.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
8.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
8.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
8.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
7.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
7.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
7.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
7.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
7.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
7.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
7.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
7.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
7.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
7.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
7.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
7.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
7.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
7.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
7.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
7.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
7.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
7.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
7.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
7.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
7.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
7.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
7.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
7.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
7.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
7.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
7.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
7.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
7.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
7.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
7.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
7.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
7.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
7.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
7.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
7.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
7.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
7.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
7.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
7.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
7.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
7.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
7.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
7.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
7.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
7.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
7.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
7.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
7.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
7.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
7.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
7.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
7.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
6.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
6.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
6.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
6.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
6.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
6.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
6.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
6.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
6.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
6.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
6.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
6.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
6.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
6.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
6.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
6.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
6.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
6.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
6.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
6.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
6.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
6.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
6.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
6.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
6.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
6.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
6.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
6.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
6.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
6.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
6.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
6.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
6.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
6.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
6.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
6.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
6.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
6.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
6.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
6.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
6.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
6.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
6.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
6.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
6.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
6.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
6.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
6.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
6.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
5.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
5.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
5.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
5.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
5.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
5.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
5.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
5.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
5.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
5.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
5.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
5.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
5.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
5.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
5.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
5.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
5.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
5.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
5.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
5.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
5.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
5.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
5.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
5.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
5.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
5.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
5.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
5.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
5.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
5.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
5.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
5.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
5.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
4.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
4.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
4.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
4.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
4.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
4.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
4.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
4.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
4.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
4.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
4.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
4.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
4.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
4.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
4.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
4.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
4.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
4.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
4.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
4.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
4.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
4.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
4.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
4.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
4.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
4.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
4.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
3.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
3.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
3.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
3.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
3.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
3.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
3.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
3.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
3.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
3.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
3.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
3.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
3.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
3.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
2.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
2.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
2.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
2.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
2.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
2.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
2.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
1.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
1.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
1.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
1.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
1.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
1.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
1.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
0.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
0.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
0.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
TOR4A 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
11.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
22.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
21.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
21.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
19.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
19.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
18.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
18.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
18.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
17.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
17.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
16.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
16.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
16.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
16.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
16.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
16.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
15.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
15.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
14.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
14.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
14.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
14.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
14.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
14.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
14.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
14.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
13.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
13.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
13.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
13.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
13.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
13.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
13.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
12.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
12.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
12.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
12.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
12.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
12.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
11.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
11.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
11.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
11.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
11.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
11.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
11.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
11.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
11.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
11.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
11.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
11.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
10.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
10.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
10.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
10.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
10.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
10.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
9.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
9.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
9.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
9.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
9.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
9.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
8.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
8.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
8.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
8.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
8.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
8.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
8.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
8.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
8.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
8.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
8.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
7.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
7.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
7.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
7.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
7.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
7.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
7.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
7.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
6.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
5.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
5.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
4.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
4.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
4.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
4.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
3.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
3.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
3.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
3.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 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.
TOR4A 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
13.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
45.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
44.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
41.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
34.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
32.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
31.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
30.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
29.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
29.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
27.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
27.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
27.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
27.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
26.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
26.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
26.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
26.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
26.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
26.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
25.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
25.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
25.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
25.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
25.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
24.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
24.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
23.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
23.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
23.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
23.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
23.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
23.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
23.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
23.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
22.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
22.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
21.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
21.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
21.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
21.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
21.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
20.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
20.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
20.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
20.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
20.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
20.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
20.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
20.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
19.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
19.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
19.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
19.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
19.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
19.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
19.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
19.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
19.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
18.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
18.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
18.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
18.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
18.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
18.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
18.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
18.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
18.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
18.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
18.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
18.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
17.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
17.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
17.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
17.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
17.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
17.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
17.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
17.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
16.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
16.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
16.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
16.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
16.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
16.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
16.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
16.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
16.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
16.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
16.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
16.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
15.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
15.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
15.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
15.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
15.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
15.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
15.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
15.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
15.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
14.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
14.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
14.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
14.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
14.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
14.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
14.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
14.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
14.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
14.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
14.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
14.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
14.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
14.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
14.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
14.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
14.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
13.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
13.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
13.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
13.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
13.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
13.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
13.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
13.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
13.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
13.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
13.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
13.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
13.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
13.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
13.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
13.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
13.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
13.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
13.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
13.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
13.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
13.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
13.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
13.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
13.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
13.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
13.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
13.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
12.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
12.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
12.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
12.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
12.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
12.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
12.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
12.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
12.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
12.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
12.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
12.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
12.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
12.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
11.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
11.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
11.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
11.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
11.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
11.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
11.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
11.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
11.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
11.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
11.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
11.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
11.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
11.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
11.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
10.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
10.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
10.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
10.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
10.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
10.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
10.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
10.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
10.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
10.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
9.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
9.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
9.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
9.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
9.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
9.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
9.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
9.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
9.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
9.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
9.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
9.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
9.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
9.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
9.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
9.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
9.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
9.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
8.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
8.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
8.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
8.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
8.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
8.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
8.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
8.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
8.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
8.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
8.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
8.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
8.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
8.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
8.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
8.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
8.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
8.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
7.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
7.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
7.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
7.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
7.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
7.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
7.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
7.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
7.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
6.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
6.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
6.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
6.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
6.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
6.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
6.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
6.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
6.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
6.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
6.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
5.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
5.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
5.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
5.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
4.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
4.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
4.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
4.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
4.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
4.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
4.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
4.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
4.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
3.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
3.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
3.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
3.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
2.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
2.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
2.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
2.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
1.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
1.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
1.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
0.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
0.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
0.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0081880003
Tumor
1.1
CPT0084560003
Tumor
1.0
CPT0025290003
Tumor
1.0
CPT0025110003
Tumor
1.0
CPT0020120003
Tumor
1.0
CPT0078800003
Tumor
0.9
CPT0088630003
Tumor
0.9
CPT0088550004
Tumor
0.9
CPT0063630003
Tumor
0.9
CPT0000640003
Tumor
0.9
CPT0012180003
Tumor
0.8
CPT0023350003
Tumor
0.8
CPT0065690003
Tumor
0.8
CPT0012280003
Tumor
0.7
CPT0079270003
Tumor
0.7
CPT0077110003
Tumor
0.7
CPT0079410003
Tumor
0.7
CPT0014160003
Tumor
0.7
CPT0012670003
Tumor
0.7
CPT0088690003
Tumor
0.7
CPT0021240003
Tumor
0.6
CPT0092730003
Tumor
0.6
CPT0086360003
Tumor
0.6
CPT0075130003
Tumor
0.6
CPT0025170003
Tumor
0.6
CPT0086820003
Tumor
0.6
CPT0086950003
Tumor
0.5
CPT0001260009
Tumor
0.5
CPT0092160003
Tumor
0.5
CPT0092290003
Tumor
0.5
CPT0088480003
Tumor
0.5
CPT0019130003
Tumor
0.5
CPT0015730003
Tumor
0.5
CPT0006900003
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0078990003
Tumor
0.5
CPT0025050003
Tumor
0.5
CPT0011410003
Tumor
0.5
CPT0086030003
Tumor
0.5
CPT0079510001
Normal
0.4
CPT0079380003
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0065750003
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0009000003
Tumor
0.4
CPT0092190003
Normal
0.4
CPT0023690003
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0012550003
Tumor
0.4
CPT0006630003
Tumor
0.4
CPT0089020003
Tumor
0.4
CPT0010110003
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0000870016
Tumor
0.4
CPT0075720003
Tumor
0.4
CPT0001220008
Tumor
0.4
CPT0087040003
Tumor
0.4
CPT0076330003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0078510003
Tumor
0.3
CPT0014370004
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0077320001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0017850003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0071150004
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0063320003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0010160003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0084590001
Normal
-0.2
CPT0069190001
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0001190001
Normal
-0.3
CPT0001270001
Normal
-0.3
CPT0088500001
Normal
-0.3
CPT0001550001
Normal
-0.3
CPT0001340003
Tumor
-0.3
CPT0063640001
Normal
-0.3
CPT0012900004
Tumor
-0.3
CPT0001230001
Normal
-0.3
CPT0002270011
Tumor
-0.3
CPT0020020001
Normal
-0.3
CPT0006530001
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0012640003
Normal
-0.3
CPT0079000001
Normal
-0.4
CPT0014350001
Normal
-0.4
CPT0076350001
Normal
-0.4
CPT0088570001
Normal
-0.4
CPT0063330001
Normal
-0.4
CPT0088640003
Normal
-0.4
CPT0000660001
Normal
-0.4
CPT0025060001
Normal
-0.4
CPT0000780007
Tumor
-0.4
CPT0086890003
Normal
-0.4
CPT0092310003
Normal
-0.4
CPT0011240003
Tumor
-0.4
CPT0014130001
Normal
-0.4
CPT0088710001
Normal
-0.5
CPT0077500001
Normal
-0.5
CPT0007870001
Normal
-0.5
CPT0081620001
Normal
-0.5
CPT0082010001
Normal
-0.5
CPT0075570001
Normal
-0.5
CPT0023710001
Normal
-0.5
CPT0069010001
Normal
-0.5
CPT0089040001
Normal
-0.5
CPT0006950001
Normal
-0.5
CPT0009020003
Normal
-0.5
CPT0023360001
Normal
-0.5
CPT0000790001
Normal
-0.5
CPT0014470001
Normal
-0.5
CPT0025610001
Normal
-0.6
CPT0013790003
Normal
-0.6
CPT0017410003
Tumor
-0.6
CPT0087050003
Normal
-0.6
CPT0078840001
Normal
-0.6
CPT0066430001
Normal
-0.6
CPT0092740003
Normal
-0.6
CPT0018250001
Normal
-0.6
CPT0012920003
Normal
-0.6
CPT0078660003
Tumor
-0.6
CPT0078940001
Normal
-0.6
CPT0012570003
Normal
-0.6
CPT0024680001
Normal
-0.6
CPT0078670001
Normal
-0.6
CPT0065450001
Normal
-0.6
CPT0077140001
Normal
-0.6
CPT0026420001
Normal
-0.7
CPT0006730001
Normal
-0.7
CPT0086830003
Normal
-0.7
CPT0088970003
Tumor
-0.7
CPT0086370003
Normal
-0.7
CPT0086970003
Normal
-0.7
CPT0092800003
Normal
-0.7
CPT0079430001
Normal
-0.8
CPT0001350001
Normal
-0.8
CPT0007470001
Normal
-0.8
CPT0012770003
Normal
-0.8
CPT0089480003
Normal
-0.8
CPT0017450001
Normal
-0.8
CPT0064400001
Normal
-0.8
CPT0088780001
Normal
-0.8
CPT0012090003
Normal
-0.8
CPT0079180003
Tumor
-0.9
CPT0020130001
Normal
-0.9
CPT0010170001
Normal
-1.0
CPT0088920001
Normal
-1.0
CPT0009080003
Normal
-1.2
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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
