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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.
DNAJC8 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
6.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
19.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
17.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
15.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
14.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
14.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
14.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
11.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
11.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
11.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
10.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
10.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
10.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
9.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
9.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
9.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
9.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
9.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
8.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
8.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
8.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
8.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
8.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
7.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
7.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
7.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
7.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
7.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
6.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
6.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
6.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
6.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
5.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
5.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
5.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
5.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
5.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
5.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
4.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
4.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
4.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
4.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
4.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
3.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
3.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
3.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DNAJC8 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
10.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
24.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
22.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
22.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
22.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
19.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
19.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
19.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
19.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
19.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
18.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
18.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
18.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
18.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
17.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
17.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
17.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
17.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
17.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
17.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
17.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
17.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
16.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
16.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
16.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
16.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
16.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
16.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
16.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
16.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
16.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
16.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
15.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
15.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
15.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
15.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
15.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
15.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
15.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
15.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
15.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
15.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
15.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
15.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
15.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
15.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
15.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
15.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
15.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
15.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
15.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
15.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
15.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
15.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
15.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
15.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
15.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
15.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
15.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
14.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
14.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
14.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
14.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
14.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
14.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
14.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
14.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
14.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
14.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
14.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
14.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
14.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
14.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
14.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
14.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
14.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
14.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
14.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
14.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
14.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
14.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
14.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
14.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
14.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
14.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
14.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
14.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
14.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
14.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
14.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
13.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
13.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
13.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
13.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
13.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
13.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
13.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
13.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
13.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
13.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
13.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
13.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
13.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
13.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
13.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
13.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
13.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
13.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
13.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
13.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
13.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
13.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
13.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
13.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
13.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
13.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
13.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
13.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
13.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
13.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
12.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
12.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
12.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
12.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
12.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
12.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
12.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
12.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
12.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
12.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
12.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
12.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
12.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
12.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
12.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
12.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
12.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
12.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
12.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
12.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
12.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
12.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
12.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
12.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
12.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
12.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
12.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
12.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
12.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
12.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
12.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
12.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
12.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
12.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
12.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
12.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
12.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
12.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
12.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
12.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
12.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
12.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
12.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
12.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
11.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
11.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
11.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
11.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
11.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
11.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
11.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
11.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
11.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
11.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
11.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
11.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
11.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
11.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
11.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
11.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
11.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
11.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
11.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
11.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
11.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
11.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
11.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
11.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
11.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
11.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
11.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
11.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
11.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
11.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
11.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
11.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
11.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
11.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
11.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
11.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
11.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
11.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
11.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
11.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
11.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
11.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
10.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
10.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
10.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
10.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
10.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
10.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
10.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
10.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
10.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
10.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
10.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
10.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
10.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
10.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
10.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
10.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
10.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
10.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
10.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
10.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
10.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
10.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
10.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
10.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
10.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
10.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
10.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
10.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
10.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
10.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
10.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
10.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
10.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
10.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
10.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
10.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
10.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
10.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
10.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
10.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
10.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
10.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
10.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
10.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
10.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
10.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
10.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
10.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
10.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
10.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
10.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
10.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
10.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
10.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
10.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
10.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
10.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
9.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
9.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
9.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
9.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
9.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
9.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
9.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
9.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
9.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
9.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
9.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
9.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
9.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
9.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
9.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
9.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
9.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
9.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
9.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
9.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
9.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
9.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
9.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
9.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
9.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
9.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
9.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
9.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
9.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
9.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
9.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
9.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
9.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
9.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
9.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
9.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
9.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
9.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
9.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
9.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
9.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
9.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
9.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
9.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
9.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
9.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
9.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
9.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
9.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
9.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
9.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
9.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
9.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
9.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
9.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
9.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
9.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
9.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
9.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
9.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
8.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
8.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
8.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
8.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
8.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
8.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
8.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
8.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
8.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
8.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
8.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
8.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
8.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
8.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
8.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
8.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
8.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
8.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
8.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
8.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
8.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
8.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
8.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
8.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
8.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
8.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
8.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
8.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
8.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
8.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
8.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
8.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
8.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
8.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
8.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
8.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
8.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
8.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
8.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
8.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
8.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
8.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
8.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
8.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
8.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
8.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
8.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
8.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
8.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
8.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
8.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
8.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
8.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
8.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
7.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
7.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
7.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
7.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
7.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
7.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
7.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
7.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
7.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
7.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
7.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
7.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
7.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
7.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
7.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
7.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
7.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
7.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
7.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
7.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
7.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
7.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
7.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
7.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
7.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
7.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
7.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
7.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
7.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
7.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
7.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
7.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
7.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
7.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
7.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
7.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
7.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
7.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
7.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
6.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
6.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
6.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
6.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
6.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
6.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
6.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
6.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
6.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
6.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
6.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
6.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
6.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
6.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
6.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
6.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
6.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
6.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
6.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
6.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
6.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
6.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
6.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
6.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
5.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
5.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
5.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
5.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
5.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
5.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
5.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
5.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
5.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
5.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
5.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
5.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
5.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
5.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
5.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
5.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
5.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
5.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
5.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
5.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
5.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
5.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
5.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
5.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
5.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
4.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
4.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
4.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
4.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
4.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
4.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
4.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
4.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
4.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
3.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
3.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
3.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
3.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
3.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
3.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
3.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
3.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
3.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.9
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.
DNAJC8 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
19.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
34.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
33.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
32.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
29.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
29.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
27.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
27.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
26.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
26.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
26.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
25.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
25.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
25.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
25.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
24.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
24.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
24.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
24.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
24.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
23.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
23.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
23.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
23.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
23.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
23.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
23.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
23.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
23.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
23.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
22.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
22.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
22.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
22.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
21.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
21.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
21.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
21.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
20.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
20.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
20.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
20.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
20.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
20.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
20.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
20.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
19.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
19.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
19.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
19.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
19.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
19.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
19.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
19.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
18.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
18.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
18.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
18.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
18.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
18.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
17.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
17.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
17.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
17.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
17.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
16.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
16.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
16.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
16.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
16.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
16.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
16.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
16.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
15.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
15.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
15.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
14.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
14.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
14.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
14.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
14.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
13.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
13.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
13.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
12.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
12.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
12.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
11.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
11.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
10.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
10.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
9.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
8.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
DNAJC8 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
9.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
27.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
27.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
27.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
25.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
24.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
24.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
24.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
23.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
21.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
19.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
19.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
19.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
19.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
18.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
18.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
17.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
17.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
16.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
16.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
16.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
16.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
16.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
16.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
15.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
15.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
15.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
15.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
15.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
15.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
15.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
15.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
14.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
14.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
14.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
14.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
14.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
14.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
14.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
14.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
14.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
14.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
14.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
13.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
13.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
13.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
13.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
13.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
13.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
13.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
13.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
13.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
13.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
13.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
13.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
13.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
13.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
13.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
13.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
13.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
13.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
13.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
13.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
13.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
13.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
12.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
12.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
12.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
12.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
12.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
12.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
12.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
12.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
12.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
12.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
12.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
12.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
12.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
12.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
12.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
12.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
12.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
12.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
12.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
12.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
12.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
12.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
12.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
12.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
12.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
12.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
12.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
12.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
12.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
11.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
11.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
11.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
11.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
11.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
11.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
11.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
11.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
11.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
11.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
11.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
11.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
11.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
11.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
11.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
11.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
11.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
11.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
11.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
11.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
11.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
11.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
11.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
10.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
10.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
10.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
10.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
10.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
10.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
10.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
10.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
10.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
10.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
10.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
10.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
10.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
10.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
10.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
10.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
10.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
10.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
10.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
10.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
10.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
10.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
9.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
9.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
9.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
9.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
9.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
9.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
9.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
9.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
9.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
9.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
9.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
9.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
9.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
9.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
9.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
9.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
9.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
9.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
9.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
9.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
9.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
9.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
9.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
8.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
8.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
8.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
8.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
8.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
8.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
8.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
8.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
8.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
8.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
8.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
8.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
8.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
8.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
8.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
8.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
8.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
8.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
8.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
8.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
8.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
8.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
8.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
8.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
8.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
8.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
8.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
7.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
7.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
7.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
7.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
7.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
7.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
7.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
7.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
7.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
7.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
7.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
7.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
7.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
7.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
7.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
7.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
7.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
6.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
6.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
6.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
6.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
6.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
6.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
6.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
6.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
6.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
6.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
6.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
6.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
6.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
5.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
5.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
5.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
5.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
5.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
5.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
4.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
4.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
3.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
2.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
1.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0006440003
Tumor
0.8
CPT0088970003
Tumor
0.7
CPT0088550004
Tumor
0.6
CPT0026410003
Tumor
0.6
CPT0001340003
Tumor
0.6
CPT0012180003
Tumor
0.6
CPT0077110003
Tumor
0.6
CPT0014370004
Tumor
0.6
CPT0078990003
Tumor
0.5
CPT0077320001
Normal
0.5
CPT0017410003
Tumor
0.5
CPT0092190003
Normal
0.5
CPT0071150004
Tumor
0.5
CPT0088630003
Tumor
0.4
CPT0010160003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0079380003
Tumor
0.4
CPT0012640003
Normal
0.4
CPT0077490003
Tumor
0.4
CPT0079300001
Normal
0.4
CPT0088900003
Tumor
0.4
CPT0000780007
Tumor
0.4
CPT0012370003
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0075720003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0088760003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0085670003
Tumor
0.3
CPT0075170001
Normal
0.3
CPT0001270001
Normal
0.3
CPT0006630003
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0001260009
Tumor
0.3
CPT0025580004
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0001180009
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0065820001
Normal
0.2
CPT0025170003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0069160003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0066470004
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0088480003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0089460004
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0078830003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0078670001
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0075570001
Normal
0.1
CPT0021240003
Tumor
0.1
CPT0079430001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0001510001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0025060001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0000640003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0086820003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0015910003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0019160001
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0023710001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0089020003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0025880003
Tumor
-0.1
CPT0069000003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0012670003
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0026420001
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0007860003
Tumor
-0.2
CPT0089480003
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0084560003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0089040001
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0012770003
Normal
-0.2
CPT0014160003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0077140001
Normal
-0.3
CPT0023350003
Tumor
-0.3
CPT0020120003
Tumor
-0.3
CPT0065750003
Tumor
-0.3
CPT0012550003
Tumor
-0.3
CPT0007320003
Tumor
-0.4
CPT0081880003
Tumor
-0.4
CPT0078660003
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0079180003
Tumor
-0.5
CPT0076330003
Tumor
-0.6
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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.