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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.
STOML1 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
17.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
34.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
34.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
30.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
26.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
26.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
25.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
25.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
23.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
23.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
22.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
22.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
21.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
21.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
21.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
21.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
21.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
20.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
20.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
20.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
20.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
19.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
19.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
19.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
19.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
18.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
18.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
18.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
18.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
18.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
18.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
17.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
17.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
17.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
17.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
16.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
16.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
16.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
16.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
15.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
15.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
15.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
15.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
15.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
14.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
13.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
13.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
12.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
12.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
12.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
11.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
11.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
11.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
10.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
10.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
9.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
9.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
8.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
8.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
7.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
7.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
6.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 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.
STOML1 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
11.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
29.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
27.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
27.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
26.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
26.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
26.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
24.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
24.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
24.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
23.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
22.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
22.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
22.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
21.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
21.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
21.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
21.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
20.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
20.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
20.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
20.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
20.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
20.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
19.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
19.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
19.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
19.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
19.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
19.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
18.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
18.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
18.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
18.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
18.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
18.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
18.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
18.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
18.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
18.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
17.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
17.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
17.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
17.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
17.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
17.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
17.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
17.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
17.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
17.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
17.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
16.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
16.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
16.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
16.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
16.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
16.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
16.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
16.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
16.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
16.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
16.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
16.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
16.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
16.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
16.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
16.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
16.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
15.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
15.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
15.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
15.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
15.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
15.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
15.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
15.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
15.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
15.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
15.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
15.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
15.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
15.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
15.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
15.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
15.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
15.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
15.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
15.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
15.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
15.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
14.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
14.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
14.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
14.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
14.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
14.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
14.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
14.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
14.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
14.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
14.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
14.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
14.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
14.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
14.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
14.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
14.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
14.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
14.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
14.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
14.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
14.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
14.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
14.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
14.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
14.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
14.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
14.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
14.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
14.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
14.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
14.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
14.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
14.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
14.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
14.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
13.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
13.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
13.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
13.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
13.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
13.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
13.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
13.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
13.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
13.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
13.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
13.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
13.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
13.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
13.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
13.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
13.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
13.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
13.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
13.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
13.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
13.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
13.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
13.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
13.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
13.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
13.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
13.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
13.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
13.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
13.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
13.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
13.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
13.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
13.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
13.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
13.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
13.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
13.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
13.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
13.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
13.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
13.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
13.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
13.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
13.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
12.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
12.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
12.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
12.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
12.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
12.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
12.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
12.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
12.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
12.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
12.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
12.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
12.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
12.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
12.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
12.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
12.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
12.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
12.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
12.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
12.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
12.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
12.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
12.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
12.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
12.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
12.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
12.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
12.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
12.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
12.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
12.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
12.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
12.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
12.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
12.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
12.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
12.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
12.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
12.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
12.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
12.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
12.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
12.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
11.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
11.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
11.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
11.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
11.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
11.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
11.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
11.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
11.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
11.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
11.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
11.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
11.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
11.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
11.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
11.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
11.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
11.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
11.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
11.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
11.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
11.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
11.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
11.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
11.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
11.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
11.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
11.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
11.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
11.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
11.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
11.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
11.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
11.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
11.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
11.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
11.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
11.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
11.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
11.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
11.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
11.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
11.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
11.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
11.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
11.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
11.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
11.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
11.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
11.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
11.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
11.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
11.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
10.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
10.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
10.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
10.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
10.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
10.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
10.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
10.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
10.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
10.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
10.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
10.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
10.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
10.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
10.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
10.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
10.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
10.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
10.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
10.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
10.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
10.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
10.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
10.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
10.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
10.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
10.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
10.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
10.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
10.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
10.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
10.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
10.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
10.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
10.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
10.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
10.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
10.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
10.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
10.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
10.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
10.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
10.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
10.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
10.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
10.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
10.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
10.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
10.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
10.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
9.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
9.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
9.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
9.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
9.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
9.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
9.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
9.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
9.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
9.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
9.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
9.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
9.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
9.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
9.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
9.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
9.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
9.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
9.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
9.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
9.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
9.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
9.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
9.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
9.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
9.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
9.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
9.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
9.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
9.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
9.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
9.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
9.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
9.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
9.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
9.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
9.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
9.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
9.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
9.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
9.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
9.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
9.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
9.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
9.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
9.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
9.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
9.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
9.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
9.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
9.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
9.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
9.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
9.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
9.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
9.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
9.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
9.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
8.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
8.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
8.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
8.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
8.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
8.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
8.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
8.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
8.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
8.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
8.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
8.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
8.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
8.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
8.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
8.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
8.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
8.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
8.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
8.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
8.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
8.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
8.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
8.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
8.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
8.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
8.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
8.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
8.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
8.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
8.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
8.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
8.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
8.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
8.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
8.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
8.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
8.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
8.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
8.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
8.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
8.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
7.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
7.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
7.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
7.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
7.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
7.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
7.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
7.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
7.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
7.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
7.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
7.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
7.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
7.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
7.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
7.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
7.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
7.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
7.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
7.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
7.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
7.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
7.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
7.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
7.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
7.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
7.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
7.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
7.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
7.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
7.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
7.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
7.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
7.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
7.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
7.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
7.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
7.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
7.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
7.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
7.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
7.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
7.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
6.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
6.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
6.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
6.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
6.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
6.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
6.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
6.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
6.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
6.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
6.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
6.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
6.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
6.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
6.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
6.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
6.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
5.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
5.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
5.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
5.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
5.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
5.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
4.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
4.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
4.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
STOML1 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
12.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
31.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
29.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
25.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
24.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
23.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
23.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
22.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
20.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
20.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
19.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
19.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
17.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
17.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
17.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
17.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
16.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
16.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
16.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
15.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
15.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
15.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
15.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
14.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
14.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
14.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
13.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
13.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
13.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
13.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
13.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
12.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
12.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
12.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
12.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
12.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
12.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
12.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
12.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
12.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
12.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
11.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
11.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
11.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
11.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
11.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
11.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
11.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
11.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
11.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
11.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
11.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
10.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
10.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
10.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
10.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
10.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
10.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
10.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
10.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
10.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
10.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
10.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
10.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
9.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
9.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
9.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
9.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
9.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
9.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
9.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
8.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
8.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
8.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
8.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
8.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
8.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
8.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
8.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
7.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
7.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
7.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
6.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
6.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
6.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
6.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
6.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
5.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
5.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
5.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
4.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
4.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
4.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
3.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
STOML1 is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
76.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
47.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
41.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
37.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
35.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
34.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
34.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
33.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
33.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
33.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
31.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
31.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
31.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
30.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
30.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
29.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
29.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
29.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
29.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
29.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
28.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
27.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
26.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
26.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
26.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
26.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
25.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
25.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
25.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
25.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
25.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
24.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
24.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
24.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
24.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
24.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
23.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
23.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
23.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
23.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
23.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
23.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
23.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
23.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
23.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
22.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
22.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
22.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
22.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
22.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
22.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
22.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
22.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
22.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
22.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
22.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
22.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
22.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
22.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
21.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
21.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
21.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
21.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
21.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
21.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
21.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
21.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
21.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
21.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
21.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
20.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
20.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
20.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
20.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
20.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
20.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
20.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
20.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
20.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
20.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
20.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
20.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
19.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
19.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
19.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
19.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
19.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
19.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
19.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
19.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
19.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
18.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
18.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
18.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
18.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
18.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
18.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
18.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
18.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
18.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
18.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
18.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
18.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
18.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
18.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
18.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
18.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
18.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
18.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
18.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
17.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
17.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
17.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
17.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
17.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
17.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
17.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
17.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
17.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
17.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
17.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
17.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
17.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
16.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
16.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
16.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
16.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
16.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
16.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
16.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
16.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
16.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
16.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
16.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
16.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
16.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
16.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
16.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
16.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
16.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
16.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
15.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
15.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
15.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
15.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
15.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
15.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
15.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
15.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
15.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
15.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
15.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
15.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
15.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
15.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
14.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
14.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
14.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
14.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
14.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
14.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
14.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
14.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
14.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
14.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
14.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
14.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
14.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
13.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
13.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
13.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
13.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
13.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
13.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
13.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
13.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
13.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
13.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
13.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
13.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
13.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
13.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
13.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
13.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
12.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
12.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
12.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
12.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
12.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
12.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
12.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
12.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
12.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
12.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
12.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
12.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
11.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
11.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
11.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
11.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
11.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
11.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
11.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
11.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
11.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
11.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
11.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
10.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
10.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
10.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
10.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
10.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
10.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
10.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
10.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
10.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
9.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
9.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
9.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
9.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
9.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
9.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
9.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
9.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
9.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
9.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
9.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
9.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
9.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
9.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
9.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
9.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
9.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
9.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
8.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
8.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
8.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
8.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
8.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
8.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
8.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
8.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
8.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
8.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
8.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
8.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
8.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
8.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
8.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
8.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
8.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
7.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
7.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
7.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
7.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
7.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
7.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
7.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
7.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
6.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
6.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
6.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
6.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
6.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
6.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
6.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
5.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
5.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
4.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
3.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
2.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
1.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
1.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
1.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0092290003
Tumor
1.4
CPT0081620001
Normal
1.2
CPT0001510001
Normal
1.0
CPT0086370003
Normal
1.0
CPT0092800003
Normal
1.0
CPT0014160003
Tumor
0.9
CPT0063630003
Tumor
0.9
CPT0025610001
Normal
0.9
CPT0088970003
Tumor
0.9
CPT0007320003
Tumor
0.9
CPT0086820003
Tumor
0.9
CPT0001500009
Tumor
0.8
CPT0088480003
Tumor
0.8
CPT0006950001
Normal
0.8
CPT0065820001
Normal
0.7
CPT0019990003
Tumor
0.6
CPT0020120003
Tumor
0.6
CPT0001340003
Tumor
0.5
CPT0079480003
Tumor
0.5
CPT0002350011
Tumor
0.5
CPT0001220008
Tumor
0.5
CPT0079270003
Tumor
0.4
CPT0001540009
Tumor
0.4
CPT0014450004
Tumor
0.4
CPT0066470004
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0006440003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0089020003
Tumor
0.3
CPT0001230001
Normal
0.3
CPT0088760003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0010110003
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0078660003
Tumor
0.1
CPT0026410003
Tumor
0.0
CPT0088920001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0092310003
Normal
0.0
CPT0014470001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0025060001
Normal
-0.1
CPT0088690003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0081600003
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0088550004
Tumor
-0.2
CPT0014130001
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0088780001
Normal
-0.2
CPT0000780007
Tumor
-0.2
CPT0088500001
Normal
-0.2
CPT0075170001
Normal
-0.2
CPT0088900003
Tumor
-0.2
CPT0069010001
Normal
-0.2
CPT0078670001
Normal
-0.3
CPT0075130003
Tumor
-0.3
CPT0063640001
Normal
-0.3
CPT0006530001
Normal
-0.3
CPT0066520001
Normal
-0.3
CPT0002370001
Normal
-0.4
CPT0089040001
Normal
-0.4
CPT0088710001
Normal
-0.4
CPT0020130001
Normal
-0.4
CPT0025580004
Tumor
-0.4
CPT0020020001
Normal
-0.4
CPT0066430001
Normal
-0.4
CPT0001550001
Normal
-0.4
CPT0079300001
Normal
-0.5
CPT0084560003
Tumor
-0.5
CPT0065810003
Tumor
-0.5
CPT0026420001
Normal
-0.6
CPT0006900003
Tumor
-0.7
CPT0078510003
Tumor
-0.7
CPT0065450001
Normal
-0.7
CPT0092790003
Tumor
-1.3
CPT0086360003
Tumor
-1.4
CPT0019130003
Tumor
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0063330001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0086890003
Normal
N/A
CPT0088640003
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0069160003
Tumor
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014370004
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0015910003
Tumor
N/A
CPT0089480003
Normal
N/A
CPT0064400001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0019160001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0089460004
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0086870003
Tumor
N/A
CPT0000640003
Tumor
N/A
CPT0086970003
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0081990003
Tumor
N/A
CPT0000660001
Normal
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
