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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.
SYMPK 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
22.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
74.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
58.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
54.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
48.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
45.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
43.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
41.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
39.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
36.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
34.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
32.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
31.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
29.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
28.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
28.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
27.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
26.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
26.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
26.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
26.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
26.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
25.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
25.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
24.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
24.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
23.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
22.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
22.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
22.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
20.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
20.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
20.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
19.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
18.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
18.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
17.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
17.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
17.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
17.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
17.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
15.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
15.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
15.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
15.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
14.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
14.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
14.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
12.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
12.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
12.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
12.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
11.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
11.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
11.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
11.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
10.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
9.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
9.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
8.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
8.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
8.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
8.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
7.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
SYMPK 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
20.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
55.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
43.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
42.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
41.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
38.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
38.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
37.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
37.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
37.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
37.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
37.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
37.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
36.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
36.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
36.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
36.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
35.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
35.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
35.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
35.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
34.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
34.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
34.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
34.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
34.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
33.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
33.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
33.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
33.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
33.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
33.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
33.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
32.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
32.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
32.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
32.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
32.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
32.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
32.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
32.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
32.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
32.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
32.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
32.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
32.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
32.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
32.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
32.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
31.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
31.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
31.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
31.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
31.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
31.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
31.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
31.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
31.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
30.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
30.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
30.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
30.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
30.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
30.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
30.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
30.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
30.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
30.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
30.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
30.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
30.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
30.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
29.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
29.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
29.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
29.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
29.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
29.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
29.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
29.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
29.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
29.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
29.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
29.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
29.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
29.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
29.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
29.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
29.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
29.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
29.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
29.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
28.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
28.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
28.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
28.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
28.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
28.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
28.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
28.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
28.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
28.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
28.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
28.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
28.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
28.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
28.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
27.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
27.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
27.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
27.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
27.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
27.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
27.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
27.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
27.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
27.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
27.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
27.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
27.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
27.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
27.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
27.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
27.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
26.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
26.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
26.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
26.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
26.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
26.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
26.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
26.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
26.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
26.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
26.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
26.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
26.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
26.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
26.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
26.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
26.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
26.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
25.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
25.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
25.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
25.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
25.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
25.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
25.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
25.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
25.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
25.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
25.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
25.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
25.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
25.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
25.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
25.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
25.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
25.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
25.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
25.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
25.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
25.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
25.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
25.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
25.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
25.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
24.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
24.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
24.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
24.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
24.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
24.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
24.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
24.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
24.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
24.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
24.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
24.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
24.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
24.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
24.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
24.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
24.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
24.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
23.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
23.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
23.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
23.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
23.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
23.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
23.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
23.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
23.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
23.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
23.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
23.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
23.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
23.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
23.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
23.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
23.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
23.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
23.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
23.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
23.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
23.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
23.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
23.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
23.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
22.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
22.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
22.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
22.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
22.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
22.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
22.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
22.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
22.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
22.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
22.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
22.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
22.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
22.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
22.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
22.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
22.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
22.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
22.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
22.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
22.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
22.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
22.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
22.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
22.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
21.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
21.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
21.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
21.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
21.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
21.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
21.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
21.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
21.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
21.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
21.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
21.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
21.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
21.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
21.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
21.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
21.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
21.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
21.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
20.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
20.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
20.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
20.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
20.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
20.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
20.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
20.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
20.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
20.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
20.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
20.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
20.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
20.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
20.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
20.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
20.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
20.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
20.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
20.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
20.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
20.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
20.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
20.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
20.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
20.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
20.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
20.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
19.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
19.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
19.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
19.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
19.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
19.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
19.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
19.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
19.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
19.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
19.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
19.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
19.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
19.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
19.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
19.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
19.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
19.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
19.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
19.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
18.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
18.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
18.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
18.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
18.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
18.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
18.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
18.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
18.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
18.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
18.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
18.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
18.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
18.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
18.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
18.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
18.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
18.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
18.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
18.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
18.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
18.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
18.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
18.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
18.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
18.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
18.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
17.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
17.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
17.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
17.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
17.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
17.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
17.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
17.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
17.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
17.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
17.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
17.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
17.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
17.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
17.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
17.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
17.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
17.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
17.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
17.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
16.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
16.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
16.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
16.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
16.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
16.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
16.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
16.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
16.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
16.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
16.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
16.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
16.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
16.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
16.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
16.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
16.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
16.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
16.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
16.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
16.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
16.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
15.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
15.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
15.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
15.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
15.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
15.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
15.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
15.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
15.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
15.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
15.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
15.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
15.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
15.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
15.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
15.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
15.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
15.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
15.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
15.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
15.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
15.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
14.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
14.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
14.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
14.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
14.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
14.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
14.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
14.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
14.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
14.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
14.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
14.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
14.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
14.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
14.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
14.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
14.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
14.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
13.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
13.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
13.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
13.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
13.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
13.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
13.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
13.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
13.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
13.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
13.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
13.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
13.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
12.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
12.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
12.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
12.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
12.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
12.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
12.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
12.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
12.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
11.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
11.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
11.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
11.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
11.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
11.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
11.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
11.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
11.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
11.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
11.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
11.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
10.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
10.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
10.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
10.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
10.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
10.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
10.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
10.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
10.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
10.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
10.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
10.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
10.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
10.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
10.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
9.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
9.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
9.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
9.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
9.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
9.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
8.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
8.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
8.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
8.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
8.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
7.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
7.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
7.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
7.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
7.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
7.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
6.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
6.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
5.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
5.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
5.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
4.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
4.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
4.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SYMPK 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
25.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
43.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
39.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
39.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
37.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
37.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
36.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
36.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
35.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
35.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
35.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
34.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
34.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
33.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
33.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
33.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
33.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
33.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
32.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
31.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
31.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
31.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
31.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
30.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
30.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
30.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
30.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
30.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
30.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
29.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
29.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
29.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
29.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
29.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
28.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
28.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
28.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
28.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
28.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
27.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
27.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
27.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
27.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
27.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
26.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
26.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
26.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
26.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
26.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
26.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
26.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
26.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
25.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
25.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
25.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
25.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
25.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
24.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
24.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
23.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
23.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
23.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
23.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
23.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
23.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
23.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
23.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
22.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
22.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
22.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
22.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
22.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
21.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
21.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
21.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
21.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
21.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
20.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
20.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
20.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
20.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
19.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
19.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
19.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
19.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
19.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
18.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
17.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
17.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
16.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
16.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
14.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
14.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
12.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
12.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
11.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
SYMPK 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
27.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
86.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
80.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
64.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
64.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
64.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
63.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
61.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
60.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
57.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
57.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
57.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
57.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
56.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
55.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
55.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
54.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
53.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
52.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
51.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
51.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
51.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
50.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
50.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
50.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
50.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
50.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
49.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
49.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
49.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
49.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
48.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
48.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
47.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
46.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
45.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
45.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
45.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
45.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
45.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
45.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
45.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
44.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
44.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
44.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
43.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
43.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
43.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
43.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
43.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
42.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
42.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
42.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
41.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
41.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
41.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
41.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
41.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
41.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
40.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
40.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
40.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
40.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
39.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
39.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
39.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
38.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
38.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
37.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
37.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
37.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
37.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
37.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
36.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
36.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
36.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
35.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
35.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
35.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
35.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
35.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
35.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
34.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
34.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
34.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
34.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
34.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
33.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
33.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
32.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
32.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
32.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
32.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
32.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
32.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
31.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
31.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
31.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
31.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
31.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
31.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
31.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
31.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
30.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
30.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
30.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
30.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
30.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
30.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
30.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
29.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
29.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
29.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
29.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
29.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
29.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
28.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
28.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
28.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
28.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
28.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
28.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
28.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
28.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
28.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
28.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
28.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
27.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
27.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
27.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
27.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
27.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
27.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
27.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
27.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
27.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
27.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
27.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
26.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
26.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
26.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
26.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
26.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
26.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
26.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
26.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
25.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
25.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
25.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
24.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
24.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
24.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
24.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
23.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
23.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
23.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
23.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
23.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
23.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
23.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
23.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
23.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
22.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
22.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
22.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
22.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
21.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
21.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
21.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
21.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
21.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
21.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
21.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
21.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
20.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
20.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
20.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
20.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
20.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
20.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
20.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
19.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
19.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
19.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
19.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
19.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
19.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
19.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
18.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
18.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
18.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
18.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
18.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
18.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
18.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
18.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
18.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
18.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
17.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
17.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
17.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
17.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
17.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
17.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
17.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
17.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
17.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
16.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
16.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
16.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
16.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
16.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
16.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
16.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
16.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
15.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
15.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
15.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
14.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
14.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
14.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
14.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
14.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
14.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
14.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
14.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
13.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
13.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
13.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
13.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
13.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
12.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
12.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
12.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
12.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
12.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
12.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
12.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
12.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
12.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
11.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
11.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
11.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
11.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
11.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
11.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
10.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
10.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
10.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
10.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
10.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
10.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
10.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
10.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
9.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
9.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
8.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
8.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
8.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
7.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
6.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
6.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
6.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
6.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
6.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
6.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
6.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
6.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
6.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
5.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.7
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012180003
Tumor
0.4
CPT0001340003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0017850003
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0009060003
Tumor
0.3
CPT0075170001
Normal
0.3
CPT0088970003
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0025580004
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0088550004
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0066470004
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0086870003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0012640003
Normal
0.2
CPT0012670003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0007320003
Tumor
0.2
CPT0079180003
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0065690003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0088690003
Tumor
0.1
CPT0015730003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0001540009
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0006630003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0014130001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0001180009
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0079510001
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0009080003
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0024670003
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0065820001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0009000003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0012900004
Tumor
0.0
CPT0092290003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0012280003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0084560003
Tumor
0.0
CPT0092740003
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0064400001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0017410003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0063330001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0012550003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0076350001
Normal
-0.1
CPT0078800003
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0011240003
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0012570003
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0065930003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0012370003
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0000640003
Tumor
-0.1
CPT0076330003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0019990003
Tumor
-0.2
CPT0002270011
Tumor
-0.2
CPT0078530001
Normal
-0.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
