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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.
DHX8 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
13.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
62.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
37.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
28.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
24.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
21.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
21.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
21.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
19.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
18.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
18.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
15.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
15.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
15.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
14.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
14.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
14.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
14.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
13.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
13.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
13.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
13.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
13.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
13.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
12.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
12.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
12.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
12.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
12.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
12.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
11.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
11.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
11.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
11.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
11.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
11.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
11.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
11.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
10.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
10.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
10.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
10.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
10.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
10.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
10.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
9.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
9.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
9.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
9.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
9.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
8.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
8.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
8.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
8.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
8.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
8.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
7.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
6.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
6.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
4.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
2.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
2.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
DHX8 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
41.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
41.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
40.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
39.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
39.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
36.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
36.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
35.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
35.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
35.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
34.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
34.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
33.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
33.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
33.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
32.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
32.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
31.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
30.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
30.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
30.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
30.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
30.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
30.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
30.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
30.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
30.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
30.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
29.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
29.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
29.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
29.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
29.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
28.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
28.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
28.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
28.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
28.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
27.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
27.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
27.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
27.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
27.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
27.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
27.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
27.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
26.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
26.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
26.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
26.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
26.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
26.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
26.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
26.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
26.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
26.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
26.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
26.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
25.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
25.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
25.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
25.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
25.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
25.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
25.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
25.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
25.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
25.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
25.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
25.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
25.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
25.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
25.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
25.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
25.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
25.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
25.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
25.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
25.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
25.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
24.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
24.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
24.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
24.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
24.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
24.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
24.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
24.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
24.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
24.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
24.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
24.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
24.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
24.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
24.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
24.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
24.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
24.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
24.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
24.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
24.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
24.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
24.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
24.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
24.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
23.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
23.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
23.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
23.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
23.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
23.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
23.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
23.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
23.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
23.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
23.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
23.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
23.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
23.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
23.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
23.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
23.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
23.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
23.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
23.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
23.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
23.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
23.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
23.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
23.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
23.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
22.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
22.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
22.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
22.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
22.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
22.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
22.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
22.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
22.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
22.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
22.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
22.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
22.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
22.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
22.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
22.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
22.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
22.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
22.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
22.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
22.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
22.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
22.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
22.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
22.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
22.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
22.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
22.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
22.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
22.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
22.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
22.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
22.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
22.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
22.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
22.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
22.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
21.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
21.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
21.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
21.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
21.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
21.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
21.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
21.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
21.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
21.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
21.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
21.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
21.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
21.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
21.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
21.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
21.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
21.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
21.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
21.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
21.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
21.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
21.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
21.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
21.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
21.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
21.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
21.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
21.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
21.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
21.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
21.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
21.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
21.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
21.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
21.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
21.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
21.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
21.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
20.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
20.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
20.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
20.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
20.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
20.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
20.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
20.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
20.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
20.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
20.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
20.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
20.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
20.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
20.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
20.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
20.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
20.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
20.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
20.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
20.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
20.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
20.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
20.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
20.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
20.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
20.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
20.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
20.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
20.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
20.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
20.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
20.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
20.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
20.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
20.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
20.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
20.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
20.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
20.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
20.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
20.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
20.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
20.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
20.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
20.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
20.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
19.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
19.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
19.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
19.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
19.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
19.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
19.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
19.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
19.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
19.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
19.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
19.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
19.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
19.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
19.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
19.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
19.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
19.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
19.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
19.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
19.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
19.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
19.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
19.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
19.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
19.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
18.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
18.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
18.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
18.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
18.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
18.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
18.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
18.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
18.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
18.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
18.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
18.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
18.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
18.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
18.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
18.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
18.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
18.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
18.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
18.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
18.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
18.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
18.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
18.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
18.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
18.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
18.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
18.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
18.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
18.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
18.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
18.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
17.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
17.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
17.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
17.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
17.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
17.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
17.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
17.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
17.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
17.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
17.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
17.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
17.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
17.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
17.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
17.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
17.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
17.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
17.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
17.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
17.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
17.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
17.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
17.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
17.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
17.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
17.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
17.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
17.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
17.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
17.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
17.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
17.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
17.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
17.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
17.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
17.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
17.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
17.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
17.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
17.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
17.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
17.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
17.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
17.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
16.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
16.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
16.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
16.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
16.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
16.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
16.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
16.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
16.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
16.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
16.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
16.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
16.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
16.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
16.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
16.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
16.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
16.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
16.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
16.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
16.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
16.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
16.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
16.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
16.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
16.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
16.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
16.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
16.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
16.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
16.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
16.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
16.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
16.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
16.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
15.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
15.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
15.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
15.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
15.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
15.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
15.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
15.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
15.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
15.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
15.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
15.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
15.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
15.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
15.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
15.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
15.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
15.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
15.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
15.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
15.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
15.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
15.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
15.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
14.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
14.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
14.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
14.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
14.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
14.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
14.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
14.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
14.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
14.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
14.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
14.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
14.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
14.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
14.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
14.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
14.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
14.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
14.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
14.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
14.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
14.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
14.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
13.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
13.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
13.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
13.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
13.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
13.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
13.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
13.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
13.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
13.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
13.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
13.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
13.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
13.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
13.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
13.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
13.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
13.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
13.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
13.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
13.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
13.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
12.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
12.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
12.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
12.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
12.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
12.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
12.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
12.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
12.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
12.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
12.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
11.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
11.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
11.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
11.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
11.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
11.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
11.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
11.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
10.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
10.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
10.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
10.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
10.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
10.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
10.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
10.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
10.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
9.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
9.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
9.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
9.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
8.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
8.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
8.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
8.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
6.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
6.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
5.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
5.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
5.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DHX8 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
17.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
29.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
27.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
24.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
24.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
24.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
22.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
22.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
22.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
22.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
22.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
22.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
22.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
22.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
21.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
21.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
21.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
21.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
20.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
20.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
20.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
19.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
19.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
19.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
19.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
19.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
19.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
19.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
18.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
18.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
18.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
18.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
18.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
18.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
18.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
18.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
18.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
18.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
17.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
17.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
17.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
17.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
17.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
17.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
17.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
17.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
17.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
17.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
17.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
16.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
16.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
16.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
16.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
16.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
16.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
16.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
16.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
16.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
16.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
15.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
15.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
15.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
15.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
15.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
15.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
15.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
15.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
15.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
15.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
15.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
14.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
14.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
14.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
14.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
14.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
14.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
14.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
13.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
13.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
13.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
13.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
12.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
12.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
12.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
11.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
11.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
11.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
10.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
10.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
9.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
9.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
9.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
DHX8 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
30.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
94.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
90.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
83.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
74.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
73.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
66.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
65.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
65.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
64.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
62.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
61.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
61.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
57.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
55.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
55.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
55.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
53.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
53.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
50.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
50.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
49.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
48.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
46.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
45.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
45.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
45.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
45.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
45.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
44.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
44.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
44.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
44.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
44.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
43.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
43.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
43.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
43.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
42.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
42.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
42.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
42.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
42.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
42.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
42.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
42.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
42.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
41.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
41.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
41.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
41.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
40.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
40.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
40.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
40.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
40.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
39.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
39.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
39.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
39.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
39.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
38.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
38.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
38.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
38.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
38.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
38.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
38.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
37.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
37.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
37.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
37.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
37.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
37.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
37.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
36.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
36.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
36.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
36.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
36.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
36.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
36.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
36.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
36.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
36.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
35.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
35.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
35.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
35.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
35.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
34.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
34.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
34.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
34.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
34.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
34.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
34.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
34.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
34.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
34.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
33.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
33.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
33.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
33.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
33.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
33.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
33.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
32.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
32.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
32.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
32.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
32.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
32.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
32.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
32.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
32.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
32.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
32.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
32.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
31.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
31.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
31.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
31.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
31.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
31.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
31.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
31.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
31.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
30.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
30.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
30.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
30.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
30.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
30.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
30.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
30.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
29.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
29.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
29.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
29.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
29.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
29.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
29.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
29.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
29.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
29.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
29.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
29.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
28.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
28.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
28.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
28.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
28.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
28.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
27.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
27.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
27.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
27.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
27.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
27.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
27.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
26.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
26.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
26.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
26.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
26.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
26.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
26.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
26.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
26.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
26.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
26.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
25.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
25.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
25.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
25.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
25.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
25.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
25.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
25.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
24.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
24.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
24.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
24.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
24.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
24.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
24.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
24.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
23.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
23.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
23.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
23.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
23.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
23.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
23.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
23.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
23.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
23.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
22.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
22.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
22.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
22.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
22.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
22.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
22.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
21.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
21.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
21.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
20.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
20.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
20.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
20.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
20.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
20.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
19.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
19.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
19.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
19.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
19.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
19.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
19.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
19.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
18.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
18.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
18.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
18.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
17.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
17.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
17.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
17.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
17.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
17.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
17.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
16.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
16.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
16.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
15.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
15.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
15.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
15.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
15.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
15.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
15.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
15.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
14.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
14.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
14.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
14.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
14.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
13.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
13.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
13.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
13.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
13.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
13.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
13.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
12.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
12.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
12.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
12.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
12.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
12.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
12.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
12.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
12.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
11.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
11.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
11.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
11.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
11.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
11.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
10.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
10.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
10.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
10.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
10.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
9.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
6.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
6.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
4.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
3.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
1.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012180003
Tumor
0.7
CPT0077110003
Tumor
0.6
CPT0069160003
Tumor
0.5
CPT0017850003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0088550004
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0023690003
Tumor
0.3
CPT0065690003
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0079510001
Normal
0.3
CPT0012640003
Normal
0.3
CPT0078510003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0092290003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0014370004
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0065870003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0012370003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0001260009
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0079300001
Normal
0.1
CPT0084560003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0014450004
Tumor
0.1
CPT0076330003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0001180009
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0006630003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0077490003
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0015730003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0077320001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0075170001
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0025110003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0012280003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0088900003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0081880003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0088780001
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0001340003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0086820003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0088920001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0025880003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0066430001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0012900004
Tumor
-0.2
CPT0092740003
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0007320003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0086950003
Tumor
-0.2
CPT0002270011
Tumor
-0.2
CPT0078660003
Tumor
-0.2
CPT0000640003
Tumor
-0.2
CPT0026420001
Normal
-0.2
CPT0024680001
Normal
-0.2
CPT0021240003
Tumor
-0.2
CPT0023350003
Tumor
-0.3
CPT0012550003
Tumor
-0.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
