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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.
PRMT5 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
32.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
102.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
87.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
78.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
75.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
73.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
71.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
67.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
61.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
55.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
51.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
48.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
46.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
45.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
45.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
44.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
38.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
37.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
37.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
37.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
35.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
33.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
31.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
30.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
30.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
30.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
30.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
29.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
29.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
29.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
27.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
26.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
26.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
25.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
25.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
24.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
24.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
24.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
24.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
24.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
23.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
22.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
22.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
21.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
20.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
19.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
19.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
18.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
18.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
18.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
18.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
17.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
17.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
17.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
17.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
15.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
15.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
14.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
13.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
12.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
11.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
11.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
9.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
9.2
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.
PRMT5 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
32.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
118.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
116.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
92.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
87.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
64.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
64.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
63.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
62.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
61.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
61.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
61.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
61.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
60.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
59.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
58.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
58.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
58.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
58.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
58.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
58.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
56.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
56.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
56.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
56.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
55.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
55.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
55.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
55.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
55.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
54.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
53.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
53.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
53.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
53.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
53.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
52.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
52.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
51.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
50.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
50.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
50.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
50.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
50.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
49.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
49.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
49.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
49.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
49.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
49.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
49.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
49.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
49.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
49.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
48.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
48.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
48.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
48.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
48.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
48.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
48.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
48.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
48.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
48.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
47.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
47.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
47.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
47.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
47.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
47.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
47.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
47.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
47.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
47.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
46.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
46.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
46.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
46.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
46.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
45.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
45.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
45.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
45.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
45.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
45.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
45.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
45.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
44.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
44.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
44.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
44.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
44.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
44.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
44.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
44.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
44.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
44.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
44.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
44.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
44.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
44.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
44.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
44.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
43.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
43.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
43.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
43.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
43.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
43.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
43.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
43.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
43.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
43.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
43.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
43.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
43.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
43.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
43.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
43.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
43.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
43.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
42.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
42.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
42.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
42.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
42.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
42.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
42.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
42.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
42.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
42.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
42.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
42.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
42.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
41.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
41.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
41.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
41.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
41.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
41.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
41.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
41.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
40.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
40.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
40.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
40.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
40.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
40.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
40.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
40.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
40.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
40.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
40.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
40.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
40.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
40.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
40.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
39.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
39.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
39.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
39.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
39.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
39.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
39.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
39.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
38.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
38.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
38.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
38.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
38.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
38.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
38.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
38.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
38.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
38.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
38.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
38.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
38.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
38.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
38.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
38.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
38.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
37.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
37.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
37.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
37.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
37.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
37.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
37.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
37.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
37.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
37.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
37.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
37.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
36.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
36.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
36.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
36.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
36.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
36.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
35.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
35.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
35.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
35.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
35.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
35.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
35.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
35.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
35.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
35.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
35.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
35.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
34.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
34.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
34.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
34.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
34.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
34.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
34.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
34.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
34.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
34.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
34.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
33.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
33.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
33.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
33.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
33.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
33.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
33.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
32.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
32.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
32.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
32.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
32.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
32.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
32.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
32.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
32.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
32.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
32.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
32.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
32.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
31.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
31.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
31.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
31.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
31.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
31.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
31.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
31.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
31.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
31.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
31.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
31.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
31.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
31.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
31.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
31.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
31.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
31.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
30.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
30.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
30.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
30.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
30.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
30.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
30.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
30.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
30.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
30.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
30.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
29.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
29.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
29.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
29.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
29.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
29.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
29.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
29.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
29.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
29.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
29.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
29.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
29.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
29.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
29.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
29.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
29.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
29.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
29.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
29.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
29.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
29.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
29.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
28.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
28.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
28.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
28.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
28.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
28.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
28.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
28.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
28.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
28.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
27.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
27.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
27.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
27.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
27.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
27.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
27.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
27.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
27.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
26.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
26.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
26.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
26.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
26.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
26.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
26.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
26.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
26.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
26.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
26.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
26.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
26.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
26.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
26.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
26.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
26.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
25.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
25.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
25.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
25.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
25.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
25.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
25.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
25.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
25.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
25.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
25.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
25.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
25.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
25.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
25.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
25.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
25.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
24.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
24.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
24.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
24.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
24.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
24.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
24.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
24.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
24.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
24.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
24.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
24.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
24.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
24.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
24.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
24.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
23.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
23.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
23.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
23.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
23.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
23.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
23.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
23.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
23.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
23.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
23.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
23.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
22.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
22.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
22.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
22.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
22.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
22.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
22.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
22.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
22.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
21.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
21.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
21.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
21.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
21.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
21.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
21.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
21.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
21.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
21.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
21.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
21.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
21.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
20.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
20.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
20.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
20.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
20.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
20.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
20.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
20.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
19.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
19.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
19.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
19.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
19.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
19.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
19.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
19.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
19.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
19.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
19.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
19.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
19.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
19.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
19.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
18.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
18.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
18.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
18.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
18.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
18.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
18.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
18.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
18.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
18.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
18.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
18.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
17.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
17.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
17.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
17.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
17.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
17.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
17.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
17.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
17.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
17.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
17.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
17.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
17.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
17.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
16.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
16.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
16.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
16.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
16.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
16.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
16.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
16.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
16.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
16.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
16.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
15.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
15.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
15.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
15.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
15.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
15.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
15.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
15.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
15.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
15.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
15.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
14.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
14.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
14.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
13.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
13.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
13.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
13.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
13.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
13.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
13.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
13.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
13.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
12.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
12.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
12.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
12.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
11.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
11.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
11.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
11.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
10.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
10.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
10.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
10.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
10.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
9.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
9.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
9.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
9.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
9.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
9.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
9.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
8.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
8.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
7.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 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.
PRMT5 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
33.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
72.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
59.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
56.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
56.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
55.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
54.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
53.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
53.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
51.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
50.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
50.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
50.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
49.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
48.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
48.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
47.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
47.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
47.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
46.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
46.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
44.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
43.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
43.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
42.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
42.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
42.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
41.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
41.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
41.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
41.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
41.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
39.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
39.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
38.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
38.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
37.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
37.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
37.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
37.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
37.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
36.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
35.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
35.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
34.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
34.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
34.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
33.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
33.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
33.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
33.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
32.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
32.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
32.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
32.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
31.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
31.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
30.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
29.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
29.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
28.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
28.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
28.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
28.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
26.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
26.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
25.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
25.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
25.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
25.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
25.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
25.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
25.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
24.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
24.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
24.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
24.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
24.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
24.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
24.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
23.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
23.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
23.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
22.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
21.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
21.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
20.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
19.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
19.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
19.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
19.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
18.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
17.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
17.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
17.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
16.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
16.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
15.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
13.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRMT5 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
41.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
187.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
139.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
122.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
118.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
117.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
112.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
111.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
103.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
101.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
95.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
94.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
93.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
92.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
91.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
89.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
88.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
88.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
87.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
87.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
86.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
84.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
83.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
82.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
82.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
81.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
81.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
80.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
79.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
79.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
78.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
75.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
75.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
72.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
69.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
69.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
69.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
68.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
67.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
67.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
65.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
64.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
63.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
62.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
62.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
61.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
60.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
60.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
60.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
59.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
58.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
58.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
57.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
56.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
56.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
56.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
56.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
56.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
55.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
54.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
54.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
54.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
53.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
53.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
53.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
53.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
53.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
52.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
52.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
51.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
51.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
51.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
51.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
51.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
51.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
49.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
49.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
48.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
48.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
48.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
47.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
47.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
47.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
47.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
47.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
47.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
47.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
46.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
46.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
46.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
46.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
46.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
45.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
45.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
45.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
45.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
45.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
44.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
44.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
44.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
44.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
43.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
43.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
43.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
43.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
43.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
42.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
42.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
41.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
41.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
41.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
40.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
40.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
40.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
40.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
40.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
40.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
40.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
40.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
39.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
39.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
38.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
38.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
38.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
38.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
38.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
37.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
37.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
37.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
37.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
37.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
36.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
36.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
36.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
36.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
36.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
36.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
36.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
36.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
35.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
35.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
35.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
35.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
35.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
35.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
35.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
34.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
34.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
34.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
34.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
34.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
34.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
34.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
33.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
33.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
33.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
33.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
33.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
33.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
33.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
32.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
32.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
32.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
32.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
32.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
31.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
31.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
31.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
31.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
31.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
31.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
31.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
31.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
30.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
30.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
30.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
30.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
30.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
30.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
29.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
29.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
29.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
29.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
29.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
29.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
29.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
29.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
29.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
29.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
29.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
29.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
28.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
28.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
28.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
28.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
28.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
28.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
28.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
27.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
27.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
27.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
27.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
27.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
26.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
26.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
26.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
26.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
26.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
26.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
26.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
25.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
25.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
25.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
25.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
24.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
24.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
24.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
24.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
24.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
24.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
24.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
24.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
24.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
24.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
24.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
23.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
23.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
23.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
22.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
22.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
22.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
22.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
22.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
22.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
21.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
21.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
21.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
21.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
21.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
21.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
20.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
20.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
20.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
20.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
19.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
19.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
18.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
17.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
17.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
17.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
17.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
17.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
17.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
16.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
16.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
15.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
15.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
14.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
14.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
14.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
14.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
14.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
14.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
13.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
12.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
12.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
12.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
12.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
11.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
11.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
10.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
10.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
10.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
9.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
8.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
8.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
7.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
6.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
6.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
2.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0025880003
Tumor
0.7
CPT0025230003
Tumor
0.5
CPT0026410003
Tumor
0.5
CPT0025110003
Tumor
0.5
CPT0009000003
Tumor
0.5
CPT0001540009
Tumor
0.4
CPT0079180003
Tumor
0.4
CPT0077110003
Tumor
0.4
CPT0065930003
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0081880003
Tumor
0.4
CPT0069000003
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0079480003
Tumor
0.3
CPT0021240003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0025350003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0012080003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0000640003
Tumor
0.2
CPT0001340003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0077140001
Normal
0.2
CPT0079430001
Normal
0.2
CPT0076350001
Normal
0.2
CPT0069160003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0020130001
Normal
0.2
CPT0064370003
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0012640003
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0066430001
Normal
0.1
CPT0024670003
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0001260009
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0014450004
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0010170001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0092800003
Normal
0.1
CPT0079300001
Normal
0.1
CPT0065870003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0065450001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0071150004
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0087050003
Normal
0.1
CPT0012770003
Normal
0.1
CPT0006950001
Normal
0.1
CPT0001350001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0000790001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0023360001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0079000001
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0078510003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0088500001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0011410003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0012550003
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0019160001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0012920003
Normal
0.0
CPT0088570001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0014470001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0020120003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0001190001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0088480003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0011240003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0092730003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0012370003
Tumor
-0.1
CPT0023350003
Tumor
-0.1
CPT0077490003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0078530001
Normal
-0.1
CPT0012180003
Tumor
-0.1
CPT0065430003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0009020003
Normal
-0.2
CPT0086950003
Tumor
-0.2
CPT0066480003
Tumor
-0.2
CPT0092190003
Normal
-0.2
CPT0077310003
Tumor
-0.2
CPT0081990003
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0017850003
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0000660001
Normal
-0.2
CPT0077320001
Normal
-0.2
CPT0009060003
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0075560003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0088630003
Tumor
-0.3
CPT0065750003
Tumor
-0.3
CPT0076330003
Tumor
-0.3
CPT0084560003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0088550004
Tumor
-0.3
CPT0014160003
Tumor
-0.4
CPT0012670003
Tumor
-0.5
CPT0017410003
Tumor
-0.8
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
