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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.
HS6ST1 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
16.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
47.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
36.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
31.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
31.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
30.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
30.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
29.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
27.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
26.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
25.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
25.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
25.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
24.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
24.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
23.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
20.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
20.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
19.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
18.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
18.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
18.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
18.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
16.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
16.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
16.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
15.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
14.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
14.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
14.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
14.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
14.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
14.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
14.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
13.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
13.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
13.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
13.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
12.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
12.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
12.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
12.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
11.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
11.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
11.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
10.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
10.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
10.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
10.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
10.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
9.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
9.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
8.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
8.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
8.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
7.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
7.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
6.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
6.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
6.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
4.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
3.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
3.0
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.
HS6ST1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
135.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
93.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
64.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
60.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
49.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
46.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
42.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
39.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
38.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
38.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
38.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
37.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
36.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
36.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
35.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
35.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
33.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
33.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
33.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
33.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
33.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
31.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
29.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
29.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
29.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
28.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
27.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
27.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
27.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
27.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
27.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
27.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
26.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
26.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
26.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
26.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
26.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
26.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
25.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
25.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
25.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
25.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
24.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
24.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
24.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
23.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
23.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
23.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
23.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
23.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
23.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
23.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
23.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
22.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
22.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
22.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
22.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
22.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
22.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
22.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
21.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
21.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
21.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
21.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
21.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
21.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
20.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
20.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
20.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
20.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
20.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
20.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
20.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
20.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
20.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
20.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
20.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
20.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
20.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
20.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
20.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
20.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
20.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
20.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
20.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
20.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
19.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
19.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
19.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
19.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
19.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
19.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
19.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
19.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
19.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
19.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
19.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
18.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
18.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
18.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
18.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
18.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
18.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
18.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
18.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
18.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
18.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
18.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
18.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
18.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
18.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
18.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
18.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
18.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
18.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
17.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
17.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
17.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
17.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
17.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
17.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
17.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
17.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
17.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
17.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
17.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
17.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
17.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
17.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
17.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
17.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
17.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
17.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
17.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
17.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
17.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
17.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
17.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
17.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
16.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
16.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
16.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
16.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
16.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
16.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
16.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
16.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
16.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
16.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
16.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
16.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
16.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
16.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
16.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
16.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
16.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
16.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
16.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
16.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
16.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
15.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
15.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
15.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
15.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
15.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
15.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
15.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
15.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
15.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
15.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
15.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
15.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
15.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
15.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
15.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
15.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
15.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
15.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
15.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
15.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
15.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
15.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
15.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
15.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
15.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
15.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
15.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
14.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
14.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
14.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
14.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
14.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
14.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
14.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
14.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
14.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
14.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
14.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
14.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
14.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
14.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
14.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
14.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
14.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
14.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
14.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
14.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
14.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
14.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
14.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
14.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
14.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
14.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
13.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
13.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
13.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
13.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
13.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
13.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
13.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
13.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
13.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
13.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
13.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
13.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
13.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
13.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
13.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
13.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
13.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
13.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
13.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
13.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
13.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
13.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
13.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
13.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
13.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
13.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
12.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
12.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
12.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
12.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
12.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
12.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
12.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
12.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
12.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
12.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
12.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
12.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
12.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
12.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
12.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
12.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
12.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
12.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
12.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
12.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
12.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
12.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
12.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
12.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
12.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
12.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
12.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
12.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
12.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
12.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
12.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
12.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
12.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
12.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
12.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
12.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
12.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
12.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
12.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
12.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
12.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
11.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
11.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
11.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
11.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
11.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
11.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
11.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
11.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
11.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
11.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
11.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
11.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
11.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
11.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
11.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
11.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
11.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
11.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
11.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
11.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
11.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
11.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
11.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
11.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
11.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
11.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
11.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
11.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
11.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
11.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
11.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
11.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
11.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
11.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
11.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
10.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
10.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
10.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
10.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
10.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
10.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
10.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
10.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
10.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
10.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
10.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
10.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
10.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
10.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
10.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
10.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
10.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
10.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
10.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
10.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
10.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
10.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
10.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
10.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
10.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
10.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
10.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
10.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
10.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
10.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
10.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
10.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
10.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
10.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
10.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
10.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
10.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
9.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
9.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
9.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
9.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
9.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
9.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
9.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
9.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
9.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
9.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
9.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
9.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
9.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
9.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
9.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
9.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
9.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
9.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
9.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
9.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
9.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
9.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
9.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
9.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
9.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
9.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
9.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
9.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
9.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
9.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
9.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
8.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
8.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
8.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
8.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
8.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
8.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
8.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
8.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
8.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
8.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
8.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
8.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
8.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
8.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
8.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
8.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
8.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
8.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
8.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
8.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
8.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
8.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
8.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
8.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
8.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
8.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
8.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
8.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
8.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
8.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
8.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
8.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
8.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
8.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
8.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
8.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
7.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
7.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
7.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
7.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
7.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
7.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
7.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
7.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
7.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
7.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
7.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
7.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
7.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
7.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
7.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
7.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
7.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
7.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
7.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
7.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
7.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
7.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
7.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
7.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
7.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
7.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
7.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
7.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
6.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
6.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
6.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
6.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
6.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
6.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
6.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
6.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
6.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
6.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
6.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
6.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
6.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
6.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
6.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
6.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
6.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
5.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
5.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
5.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
5.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
5.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
5.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
5.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
5.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
5.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
5.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
4.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
4.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
4.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
4.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
4.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
4.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
4.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
4.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
3.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
3.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
3.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 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.
HS6ST1 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
15.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
70.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
70.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
32.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
31.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
30.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
29.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
24.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
24.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
24.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
24.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
23.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
23.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
22.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
22.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
22.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
22.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
22.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
20.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
20.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
18.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
18.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
18.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
18.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
17.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
17.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
17.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
17.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
17.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
17.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
17.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
16.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
16.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
16.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
16.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
16.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
16.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
16.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
16.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
16.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
16.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
15.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
15.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
14.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
14.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
14.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
14.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
14.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
13.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
13.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
13.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
13.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
13.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
13.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
13.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
13.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
12.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
12.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
12.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
11.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
11.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
11.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
11.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
11.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
11.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
11.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
11.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
11.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
10.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
10.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
10.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
10.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
9.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
9.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
9.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
9.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
9.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
9.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
9.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
8.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
8.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
8.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
7.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
7.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
7.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
7.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
6.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
5.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
4.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
4.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
4.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
4.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
4.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HS6ST1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
199.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
147.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
129.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
112.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
73.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
56.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
53.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
49.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
41.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
40.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
40.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
39.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
39.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
35.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
33.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
32.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
32.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
32.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
30.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
30.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
28.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
28.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
28.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
28.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
26.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
26.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
26.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
25.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
25.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
24.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
24.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
23.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
22.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
22.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
21.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
21.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
21.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
20.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
20.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
20.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
19.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
19.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
19.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
19.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
18.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
18.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
18.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
18.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
17.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
17.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
17.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
16.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
16.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
16.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
16.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
16.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
16.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
16.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
16.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
16.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
15.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
14.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
14.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
14.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
14.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
14.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
14.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
13.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
13.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
13.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
13.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
13.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
13.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
13.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
13.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
12.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
12.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
12.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
12.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
12.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
12.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
12.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
12.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
12.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
11.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
11.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
11.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
11.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
11.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
11.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
11.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
11.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
11.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
11.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
11.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
11.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
11.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
11.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
11.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
11.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
11.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
11.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
11.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
11.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
10.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
10.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
10.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
10.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
10.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
10.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
10.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
10.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
10.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
10.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
10.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
10.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
10.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
10.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
10.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
10.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
10.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
10.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
10.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
10.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
9.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
9.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
9.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
9.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
9.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
9.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
9.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
9.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
9.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
9.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
9.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
9.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
9.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
9.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
9.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
9.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
9.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
9.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
9.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
9.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
9.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
9.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
8.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
8.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
8.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
8.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
8.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
8.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
8.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
8.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
8.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
8.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
8.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
8.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
8.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
8.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
8.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
8.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
8.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
7.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
7.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
7.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
7.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
7.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
7.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
7.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
7.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
7.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
7.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
7.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
7.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
6.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
6.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
6.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
6.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
6.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
6.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
6.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
6.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
6.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
6.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
6.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
6.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
6.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
6.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
6.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
6.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
6.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
6.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
6.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
6.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
6.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
6.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
6.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
6.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
6.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
6.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
6.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
6.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
6.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
6.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
5.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
5.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
5.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
5.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
5.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
5.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
5.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
5.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
5.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
5.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
5.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
5.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
5.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
5.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
5.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
5.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
5.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
5.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
5.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
5.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
5.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
5.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
5.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
5.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
4.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
4.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
4.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
4.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
4.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
4.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
4.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
4.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
4.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
4.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
4.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
3.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
3.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
3.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
3.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
3.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
3.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
3.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
3.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
3.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
2.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
2.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
2.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
2.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
2.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
2.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
2.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
1.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
1.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
1.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
1.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
1.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
1.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
1.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
1.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
1.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079300001
Normal
1.7
CPT0088640003
Normal
1.1
CPT0001230001
Normal
1.0
CPT0002370001
Normal
1.0
CPT0012640003
Normal
0.9
CPT0079510001
Normal
0.9
CPT0078940001
Normal
0.9
CPT0001510001
Normal
0.9
CPT0064400001
Normal
0.8
CPT0088500001
Normal
0.8
CPT0084560003
Tumor
0.8
CPT0066520001
Normal
0.8
CPT0025920001
Normal
0.8
CPT0023710001
Normal
0.8
CPT0079430001
Normal
0.7
CPT0001550001
Normal
0.7
CPT0079000001
Normal
0.7
CPT0063330001
Normal
0.7
CPT0069190001
Normal
0.7
CPT0069010001
Normal
0.7
CPT0025610001
Normal
0.6
CPT0088970003
Tumor
0.6
CPT0007870001
Normal
0.6
CPT0014350001
Normal
0.6
CPT0023360001
Normal
0.6
CPT0007470001
Normal
0.6
CPT0063640001
Normal
0.6
CPT0009080003
Normal
0.6
CPT0014470001
Normal
0.5
CPT0081620001
Normal
0.5
CPT0019160001
Normal
0.5
CPT0010120001
Normal
0.5
CPT0086830003
Normal
0.5
CPT0006730001
Normal
0.5
CPT0077500001
Normal
0.5
CPT0077140001
Normal
0.5
CPT0012570003
Normal
0.5
CPT0009020003
Normal
0.5
CPT0000890001
Normal
0.5
CPT0000790001
Normal
0.5
CPT0010170001
Normal
0.5
CPT0020130001
Normal
0.4
CPT0092190003
Normal
0.4
CPT0012770003
Normal
0.4
CPT0086370003
Normal
0.4
CPT0089480003
Normal
0.4
CPT0078530001
Normal
0.3
CPT0006950001
Normal
0.3
CPT0086890003
Normal
0.3
CPT0082010001
Normal
0.3
CPT0075570001
Normal
0.3
CPT0000660001
Normal
0.3
CPT0020020001
Normal
0.3
CPT0013790003
Normal
0.3
CPT0089040001
Normal
0.3
CPT0065450001
Normal
0.3
CPT0088920001
Normal
0.3
CPT0088570001
Normal
0.3
CPT0088780001
Normal
0.3
CPT0086970003
Normal
0.3
CPT0092800003
Normal
0.2
CPT0024680001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0012090003
Normal
0.2
CPT0001190001
Normal
0.2
CPT0084590001
Normal
0.2
CPT0088710001
Normal
0.2
CPT0092740003
Normal
0.2
CPT0075170001
Normal
0.2
CPT0014130001
Normal
0.1
CPT0087050003
Normal
0.1
CPT0078840001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0066430001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0026420001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0014160003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0018250001
Normal
0.0
CPT0002270011
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0077320001
Normal
0.0
CPT0069000003
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0025170003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0001350001
Normal
-0.2
CPT0066480003
Tumor
-0.3
CPT0007860003
Tumor
-0.3
CPT0000780007
Tumor
-0.4
CPT0075560003
Tumor
-0.4
CPT0017850003
Tumor
-0.4
CPT0001270001
Normal
-0.4
CPT0065430003
Tumor
-0.4
CPT0092290003
Tumor
-0.4
CPT0019990003
Tumor
-0.4
CPT0076330003
Tumor
-0.4
CPT0088550004
Tumor
-0.4
CPT0006900003
Tumor
-0.5
CPT0088480003
Tumor
-0.5
CPT0012550003
Tumor
-0.5
CPT0019130003
Tumor
-0.5
CPT0081600003
Tumor
-0.6
CPT0023690003
Tumor
-0.6
CPT0020120003
Tumor
-0.6
CPT0015910003
Tumor
-0.6
CPT0075130003
Tumor
-0.6
CPT0000870016
Tumor
-0.6
CPT0025580004
Tumor
-0.6
CPT0065870003
Tumor
-0.6
CPT0079180003
Tumor
-0.6
CPT0001500009
Tumor
-0.6
CPT0025050003
Tumor
-0.6
CPT0092790003
Tumor
-0.6
CPT0012080003
Tumor
-0.6
CPT0010110003
Tumor
-0.6
CPT0011410003
Tumor
-0.6
CPT0077310003
Tumor
-0.7
CPT0009000003
Tumor
-0.7
CPT0089020003
Tumor
-0.7
CPT0007320003
Tumor
-0.7
CPT0088630003
Tumor
-0.7
CPT0079270003
Tumor
-0.7
CPT0010160003
Tumor
-0.7
CPT0066470004
Tumor
-0.7
CPT0012370003
Tumor
-0.7
CPT0012180003
Tumor
-0.7
CPT0088900003
Tumor
-0.7
CPT0078930003
Tumor
-0.7
CPT0012280003
Tumor
-0.7
CPT0081990003
Tumor
-0.7
CPT0000640003
Tumor
-0.7
CPT0075720003
Tumor
-0.8
CPT0087040003
Tumor
-0.8
CPT0001260009
Tumor
-0.8
CPT0086360003
Tumor
-0.8
CPT0064370003
Tumor
-0.8
CPT0071150004
Tumor
-0.8
CPT0065810003
Tumor
-0.8
CPT0001220008
Tumor
-0.8
CPT0078510003
Tumor
-0.8
CPT0089460004
Tumor
-0.8
CPT0086820003
Tumor
-0.8
CPT0077490003
Tumor
-0.9
CPT0077110003
Tumor
-0.9
CPT0017410003
Tumor
-0.9
CPT0014450004
Tumor
-0.9
CPT0065690003
Tumor
-0.9
CPT0012670003
Tumor
-0.9
CPT0088760003
Tumor
-0.9
CPT0079480003
Tumor
-0.9
CPT0081880003
Tumor
-0.9
CPT0063630003
Tumor
-0.9
CPT0009060003
Tumor
-1.0
CPT0006440003
Tumor
-1.0
CPT0063320003
Tumor
-1.0
CPT0078660003
Tumor
-1.0
CPT0086870003
Tumor
-1.0
CPT0078830003
Tumor
-1.0
CPT0092160003
Tumor
-1.1
CPT0078990003
Tumor
-1.1
CPT0088690003
Tumor
-1.1
CPT0001340003
Tumor
-1.1
CPT0025880003
Tumor
-1.1
CPT0002350011
Tumor
-1.1
CPT0025110003
Tumor
-1.2
CPT0092730003
Tumor
-1.2
CPT0026410003
Tumor
-1.2
CPT0001180009
Tumor
-1.2
CPT0025290003
Tumor
-1.2
CPT0086950003
Tumor
-1.2
CPT0065930003
Tumor
-1.2
CPT0006630003
Tumor
-1.2
CPT0025350003
Tumor
-1.2
CPT0069160003
Tumor
-1.3
CPT0001540009
Tumor
-1.3
CPT0024670003
Tumor
-1.4
CPT0079410003
Tumor
-1.5
CPT0023350003
Tumor
-1.6
CPT0078800003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025230003
Tumor
N/A
CPT0079230003
Tumor
N/A
CPT0015810003
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0015730003
Tumor
N/A
CPT0085670003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
