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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.
ARL3 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
5.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
17.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
12.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
10.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
9.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
8.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
7.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
7.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
7.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
6.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
6.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
6.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
6.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
6.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
6.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
6.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
5.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
5.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
5.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
5.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
5.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
5.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
5.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
5.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
5.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
5.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
5.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
4.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
4.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
4.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
4.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
4.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
4.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
4.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
4.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
4.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
4.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
4.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
4.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
4.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
4.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
3.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
3.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
3.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
3.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
3.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
3.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
3.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
3.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
3.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
2.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
2.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
2.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
2.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 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.
ARL3 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
26.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
23.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
22.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
20.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
19.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
19.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
19.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
18.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
18.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
18.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
18.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
17.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
17.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
17.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
17.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
16.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
16.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
16.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
16.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
16.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
16.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
16.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
16.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
16.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
16.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
16.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
16.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
16.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
15.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
15.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
15.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
15.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
15.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
15.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
15.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
15.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
15.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
15.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
15.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
15.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
15.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
15.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
15.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
15.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
15.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
15.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
15.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
15.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
15.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
14.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
14.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
14.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
14.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
14.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
14.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
14.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
14.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
14.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
14.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
14.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
14.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
14.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
14.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
14.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
14.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
14.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
14.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
14.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
14.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
14.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
14.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
14.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
14.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
14.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
14.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
14.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
14.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
14.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
14.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
14.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
14.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
14.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
14.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
14.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
14.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
13.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
13.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
13.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
13.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
13.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
13.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
13.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
13.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
13.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
13.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
13.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
13.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
13.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
13.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
13.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
13.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
13.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
13.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
13.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
13.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
13.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
13.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
13.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
13.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
13.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
13.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
13.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
13.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
13.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
13.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
13.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
13.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
13.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
13.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
13.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
13.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
13.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
13.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
13.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
13.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
13.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
13.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
13.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
12.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
12.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
12.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
12.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
12.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
12.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
12.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
12.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
12.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
12.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
12.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
12.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
12.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
12.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
12.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
12.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
12.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
12.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
12.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
12.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
12.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
12.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
12.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
12.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
12.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
12.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
12.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
12.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
12.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
12.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
12.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
12.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
12.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
12.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
12.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
11.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
11.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
11.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
11.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
11.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
11.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
11.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
11.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
11.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
11.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
11.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
11.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
11.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
11.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
11.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
11.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
11.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
11.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
11.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
11.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
11.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
11.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
11.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
11.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
11.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
11.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
11.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
11.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
11.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
11.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
11.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
11.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
11.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
11.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
11.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
11.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
11.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
11.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
10.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
10.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
10.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
10.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
10.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
10.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
10.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
10.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
10.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
10.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
10.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
10.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
10.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
10.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
10.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
10.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
10.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
10.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
10.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
10.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
10.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
10.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
10.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
10.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
10.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
10.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
10.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
10.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
10.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
10.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
10.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
10.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
10.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
10.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
10.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
10.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
10.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
10.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
10.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
10.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
10.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
10.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
10.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
10.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
10.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
10.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
10.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
10.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
10.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
10.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
10.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
10.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
10.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
10.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
10.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
10.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
9.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
9.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
9.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
9.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
9.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
9.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
9.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
9.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
9.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
9.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
9.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
9.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
9.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
9.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
9.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
9.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
9.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
9.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
9.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
9.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
9.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
9.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
9.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
9.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
9.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
9.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
9.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
9.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
9.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
9.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
9.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
9.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
9.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
9.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
9.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
9.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
9.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
9.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
9.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
9.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
9.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
9.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
9.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
9.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
8.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
8.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
8.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
8.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
8.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
8.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
8.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
8.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
8.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
8.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
8.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
8.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
8.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
8.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
8.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
8.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
8.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
8.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
8.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
8.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
8.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
8.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
8.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
8.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
8.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
8.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
8.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
8.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
8.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
8.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
8.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
8.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
8.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
8.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
8.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
8.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
8.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
8.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
8.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
8.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
8.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
8.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
8.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
8.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
8.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
7.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
7.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
7.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
7.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
7.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
7.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
7.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
7.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
7.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
7.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
7.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
7.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
7.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
7.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
7.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
7.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
7.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
7.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
7.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
7.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
7.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
7.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
7.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
7.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
7.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
7.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
7.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
7.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
7.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
7.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
7.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
7.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
7.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
7.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
7.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
7.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
7.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
7.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
7.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
7.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
7.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
7.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
7.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
6.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
6.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
6.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
6.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
6.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
6.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
6.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
6.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
6.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
6.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
6.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
6.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
6.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
6.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
6.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
6.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
6.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
6.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
6.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
6.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
6.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
6.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
6.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
6.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
6.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
6.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
6.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
6.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
6.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
6.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
6.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
6.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
6.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
6.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
6.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
5.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
5.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
5.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
5.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
5.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
5.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
5.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
5.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
5.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
5.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
5.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
5.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
5.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
5.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
5.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
5.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
5.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
5.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
5.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
5.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
5.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
5.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
5.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
5.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
5.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
4.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
4.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
4.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
4.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
4.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
4.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
4.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
4.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
4.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
4.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
4.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
4.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
4.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
4.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
4.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
4.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
4.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
4.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
4.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
4.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
4.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
4.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
4.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
3.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
3.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
3.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
3.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
3.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
3.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
3.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
3.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
3.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
2.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
2.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
ARL3 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
22.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
20.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
19.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
18.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
17.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
17.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
16.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
16.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
16.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
15.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
15.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
15.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
15.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
15.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
15.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
14.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
14.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
14.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
14.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
14.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
14.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
14.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
13.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
13.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
13.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
13.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
13.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
13.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
13.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
12.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
12.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
12.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
12.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
12.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
12.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
11.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
11.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
11.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
11.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
11.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
11.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
11.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
11.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
11.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
11.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
11.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
10.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
10.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
10.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
10.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
10.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
10.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
10.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
10.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
9.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
9.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
9.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
9.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
9.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
9.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
9.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
9.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
9.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
9.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
9.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
9.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
9.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
9.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
9.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
8.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
8.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
8.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
8.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
8.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
7.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
7.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
7.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
7.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
7.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
7.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
7.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
7.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
7.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
7.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
6.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
6.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
6.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
6.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
6.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
6.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
5.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
5.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
5.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
5.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
5.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ARL3 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
38.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
32.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
31.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
28.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
27.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
27.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
27.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
26.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
26.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
26.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
25.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
25.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
25.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
25.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
24.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
24.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
24.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
24.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
23.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
22.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
22.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
22.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
22.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
22.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
22.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
22.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
22.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
22.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
21.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
21.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
21.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
21.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
20.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
20.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
20.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
19.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
19.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
19.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
19.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
19.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
18.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
18.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
18.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
18.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
18.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
18.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
17.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
17.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
17.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
17.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
17.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
17.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
17.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
17.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
17.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
17.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
17.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
17.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
17.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
16.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
16.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
16.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
16.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
16.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
16.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
16.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
16.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
16.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
16.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
16.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
15.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
15.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
15.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
15.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
15.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
15.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
15.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
15.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
15.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
15.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
15.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
15.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
15.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
14.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
14.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
14.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
14.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
14.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
14.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
14.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
14.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
14.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
14.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
14.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
14.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
14.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
14.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
13.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
13.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
13.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
13.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
13.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
13.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
13.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
13.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
13.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
13.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
13.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
12.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
12.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
12.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
12.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
12.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
12.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
12.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
12.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
12.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
12.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
12.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
12.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
12.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
12.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
12.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
12.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
12.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
12.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
12.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
12.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
12.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
11.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
11.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
11.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
11.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
11.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
11.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
11.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
11.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
11.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
11.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
11.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
11.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
11.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
11.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
11.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
11.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
11.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
11.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
11.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
11.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
11.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
11.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
11.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
11.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
11.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
10.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
10.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
10.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
10.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
10.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
10.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
10.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
10.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
10.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
10.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
10.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
10.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
10.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
10.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
10.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
10.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
10.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
10.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
10.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
9.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
9.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
9.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
9.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
9.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
9.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
9.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
9.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
9.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
9.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
9.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
9.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
9.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
9.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
9.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
9.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
9.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
9.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
9.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
9.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
9.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
9.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
9.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
9.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
9.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
8.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
8.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
8.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
8.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
8.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
8.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
8.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
8.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
8.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
8.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
8.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
8.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
8.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
8.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
8.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
7.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
7.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
7.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
7.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
7.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
7.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
7.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
7.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
7.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
7.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
7.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
7.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
7.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
7.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
7.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
6.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
6.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
6.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
6.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
6.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
6.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
6.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
6.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
6.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
6.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
6.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
5.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
5.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
5.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
5.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
5.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
5.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
5.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
5.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
4.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
4.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
4.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
4.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
4.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
3.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
3.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
3.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
3.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
3.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
3.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
3.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
2.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
2.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
1.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
1.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001260009
Tumor
0.7
CPT0011410003
Tumor
0.6
CPT0001340003
Tumor
0.5
CPT0009060003
Tumor
0.5
CPT0025050003
Tumor
0.5
CPT0084560003
Tumor
0.5
CPT0011240003
Tumor
0.5
CPT0079480003
Tumor
0.5
CPT0088970003
Tumor
0.4
CPT0006630003
Tumor
0.4
CPT0006440003
Tumor
0.4
CPT0086890003
Normal
0.4
CPT0009000003
Tumor
0.4
CPT0079300001
Normal
0.4
CPT0065930003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0012570003
Normal
0.3
CPT0012640003
Normal
0.3
CPT0009080003
Normal
0.3
CPT0012770003
Normal
0.3
CPT0076330003
Tumor
0.3
CPT0078530001
Normal
0.3
CPT0020130001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0076350001
Normal
0.3
CPT0079510001
Normal
0.3
CPT0079230003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0017450001
Normal
0.3
CPT0088920001
Normal
0.3
CPT0007870001
Normal
0.3
CPT0085670003
Tumor
0.3
CPT0092800003
Normal
0.3
CPT0088640003
Normal
0.3
CPT0014370004
Tumor
0.3
CPT0079270003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0021240003
Tumor
0.3
CPT0086970003
Normal
0.3
CPT0020020001
Normal
0.3
CPT0001540009
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0018250001
Normal
0.3
CPT0078990003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0024670003
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0078940001
Normal
0.2
CPT0010120001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0089480003
Normal
0.2
CPT0017410003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0064400001
Normal
0.2
CPT0023690003
Tumor
0.2
CPT0010170001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0001230001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0000790001
Normal
0.2
CPT0089040001
Normal
0.2
CPT0077140001
Normal
0.2
CPT0002370001
Normal
0.2
CPT0023710001
Normal
0.2
CPT0092190003
Normal
0.2
CPT0092740003
Normal
0.2
CPT0001220008
Tumor
0.2
CPT0077500001
Normal
0.2
CPT0025350003
Tumor
0.2
CPT0075570001
Normal
0.2
CPT0086870003
Tumor
0.2
CPT0013790003
Normal
0.2
CPT0066470004
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0088780001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0066430001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0006530001
Normal
0.2
CPT0019160001
Normal
0.1
CPT0088710001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0078670001
Normal
0.1
CPT0065450001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0025230003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0063320003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0079430001
Normal
0.1
CPT0010160003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0006950001
Normal
0.1
CPT0023360001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0077490003
Tumor
0.1
CPT0088760003
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0092290003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0014450004
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0079180003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0000640003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0077110003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0026410003
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0025880003
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0089460004
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0086950003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0075720003
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0063630003
Tumor
-0.1
CPT0088550004
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0010110003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0075560003
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0088630003
Tumor
-0.2
CPT0081880003
Tumor
-0.2
CPT0081600003
Tumor
-0.2
CPT0012180003
Tumor
-0.2
CPT0078660003
Tumor
-0.2
CPT0078800003
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0002270011
Tumor
-0.2
CPT0078510003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0075130003
Tumor
-0.3
CPT0086030003
Tumor
-0.3
CPT0069160003
Tumor
-0.3
CPT0088480003
Tumor
-0.3
CPT0007320003
Tumor
-0.3
CPT0017850003
Tumor
-0.3
CPT0086820003
Tumor
-0.4
CPT0088690003
Tumor
-0.4
CPT0078830003
Tumor
-0.5
CPT0020120003
Tumor
-0.5
CPT0023350003
Tumor
-0.5
CPT0065750003
Tumor
-0.6
CPT0065430003
Tumor
-0.6
CPT0012280003
Tumor
-0.6
CPT0015730003
Tumor
-0.8
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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
