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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.
Survival analysis data not available.
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
0.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
3.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
2.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
2.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
1.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
1.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
0.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
0.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
0.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
0.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
0.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
0.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
0.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
0.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
0.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
0.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 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.
MYOCOS is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
118.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
111.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
97.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
93.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
90.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
82.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
81.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
81.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
80.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
71.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
69.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
66.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
65.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
64.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
64.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
63.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
62.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
62.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
60.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
58.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
58.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
58.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
57.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
57.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
56.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
56.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
53.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
53.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
53.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
52.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
51.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
50.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
50.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
50.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
50.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
50.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
48.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
48.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
48.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
48.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
48.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
46.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
46.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
45.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
45.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
45.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
45.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
45.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
45.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
44.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
44.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
44.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
44.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
43.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
42.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
42.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
42.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
41.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
41.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
41.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
41.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
41.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
41.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
40.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
40.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
40.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
40.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
39.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
39.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
39.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
39.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
39.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
39.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
39.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
38.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
38.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
38.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
38.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
38.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
37.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
37.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
37.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
36.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
36.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
36.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
36.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
35.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
35.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
35.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
35.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
35.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
35.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
35.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
35.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
34.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
34.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
34.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
33.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
33.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
33.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
32.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
32.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
32.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
32.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
32.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
32.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
32.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
32.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
32.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
32.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
31.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
31.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
31.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
31.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
31.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
31.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
31.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
31.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
31.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
31.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
31.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
30.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
30.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
30.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
30.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
29.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
29.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
28.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
28.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
28.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
28.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
28.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
28.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
28.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
28.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
28.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
28.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
28.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
28.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
28.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
27.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
27.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
27.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
27.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
27.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
27.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
27.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
27.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
27.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
27.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
26.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
26.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
26.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
26.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
26.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
25.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
25.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
25.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
25.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
25.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
24.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
24.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
24.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
24.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
24.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
24.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
23.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
23.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
23.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
23.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
23.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
23.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
23.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
23.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
23.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
23.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
23.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
23.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
23.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
23.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
23.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
23.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
23.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
23.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
23.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
22.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
22.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
22.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
22.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
22.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
22.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
22.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
22.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
22.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
22.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
22.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
22.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
22.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
22.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
22.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
22.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
22.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
21.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
21.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
21.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
21.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
21.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
21.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
21.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
21.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
21.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
21.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
21.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
21.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
21.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
21.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
21.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
21.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
21.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
20.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
20.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
20.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
20.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
20.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
20.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
20.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
20.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
20.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
20.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
20.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
20.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
20.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
20.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
20.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
19.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
19.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
19.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
19.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
19.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
19.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
19.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
19.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
19.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
19.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
19.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
19.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
19.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
18.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
18.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
18.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
18.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
18.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
18.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
18.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
18.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
18.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
18.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
18.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
18.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
18.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
18.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
18.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
18.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
18.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
18.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
18.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
17.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
17.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
17.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
17.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
17.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
17.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
17.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
17.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
17.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
17.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
17.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
17.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
16.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
16.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
16.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
16.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
16.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
16.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
16.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
16.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
16.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
16.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
15.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
15.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
15.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
15.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
15.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
15.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
15.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
15.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
15.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
15.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
15.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
15.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
15.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
15.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
15.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
14.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
14.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
14.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
14.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
14.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
14.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
14.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
14.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
14.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
14.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
14.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
14.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
14.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
14.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
14.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
14.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
14.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
13.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
13.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
13.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
13.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
13.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
13.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
13.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
13.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
13.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
13.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
13.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
13.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
13.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
13.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
13.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
13.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
13.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
13.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
12.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
12.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
12.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
12.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
12.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
12.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
12.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
12.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
12.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
12.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
12.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
11.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
11.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
11.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
11.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
11.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
11.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
11.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
11.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
11.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
11.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
11.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
11.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
11.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
11.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
11.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
11.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
11.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
11.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
10.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
10.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
10.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
10.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
10.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
10.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
10.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
10.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
10.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
10.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
10.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
10.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
10.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
10.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
9.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
9.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
9.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
9.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
9.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
9.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
9.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
9.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
9.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
9.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
9.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
9.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
9.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
9.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
9.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
9.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
9.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
9.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
9.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
8.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
8.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
8.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
8.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
8.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
8.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
8.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
8.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
8.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
7.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
7.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
7.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
7.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
7.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
7.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
7.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
7.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
7.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
7.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
7.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
7.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
7.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
7.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
6.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
6.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
6.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
6.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
6.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
6.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
6.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
6.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
6.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
6.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
6.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
6.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
6.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
6.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
5.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
5.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
5.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
5.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
5.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
5.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
5.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
5.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
5.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
5.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
4.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
4.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
4.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
4.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
4.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
4.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
4.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
4.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
4.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
4.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
4.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
4.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
4.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
4.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
3.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
3.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
3.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
3.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
3.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
3.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
3.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
3.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
3.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
2.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
2.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
2.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
2.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
2.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
2.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
2.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
2.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
2.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
1.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
1.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
1.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
1.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
1.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
0.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
0.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
0.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
0.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 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.
MYOCOS 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
20.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
69.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
67.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
65.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
58.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
58.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
55.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
48.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
48.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
45.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
42.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
40.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
38.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
38.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
37.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
37.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
37.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
36.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
34.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
32.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
31.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
31.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
31.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
31.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
28.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
28.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
28.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
28.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
27.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
24.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
24.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
24.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
23.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
23.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
23.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
22.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
22.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
22.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
22.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
22.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
21.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
21.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
21.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
21.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
19.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
19.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
19.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
18.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
18.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
17.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
17.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
17.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
17.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
16.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
15.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
15.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
15.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
15.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
14.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
14.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
14.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
13.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
13.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
13.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
13.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
13.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
13.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
12.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
11.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
11.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
10.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
9.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
9.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
9.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
9.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
9.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
8.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
7.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
7.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
7.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
6.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
6.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
6.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
6.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
6.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
5.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
5.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
4.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
4.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
3.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
3.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
3.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
2.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
2.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
2.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
2.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
2.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
2.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
0.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
MYOCOS 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
5.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
56.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
50.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
43.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
42.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
41.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
39.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
27.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
27.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
23.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
23.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
22.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
22.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
22.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
22.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
21.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
20.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
20.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
20.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
19.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
19.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
19.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
18.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
18.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
18.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
17.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
15.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
15.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
14.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
13.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
13.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
11.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
11.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
11.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
10.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
10.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
10.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
10.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
10.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
10.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
10.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
9.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
9.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
9.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
9.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
9.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
9.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
9.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
9.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
9.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
9.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
9.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
9.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
9.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
9.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
8.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
8.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
8.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
8.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
8.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
8.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
8.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
8.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
8.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
8.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
7.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
7.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
7.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
6.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
6.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
6.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
6.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
6.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
6.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
6.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
6.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
6.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
6.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
6.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
6.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
6.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
6.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
5.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
5.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
5.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
5.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
5.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
5.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
5.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
5.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
4.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
4.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
4.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
4.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
4.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
4.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
4.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
4.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
4.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
4.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
4.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
4.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
4.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
4.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
4.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
4.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
4.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
4.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
3.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
3.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
3.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
3.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
3.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
3.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
3.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
3.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
3.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
3.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
3.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
3.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
3.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
3.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
3.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
3.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
3.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
3.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
3.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
3.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
3.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
3.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
3.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
3.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
3.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
2.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
2.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
2.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
2.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
2.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
2.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
2.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
2.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
2.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
2.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
2.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
2.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
2.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
2.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
2.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
2.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
2.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
2.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
2.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
2.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
2.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
2.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
2.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
2.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
2.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
2.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
2.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
2.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
2.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
2.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
2.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
2.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
2.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
2.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
2.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
2.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
1.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
1.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
1.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
1.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
1.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
1.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
1.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
1.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
1.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
1.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
1.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
1.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
1.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
1.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
1.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
1.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
1.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
1.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
1.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
1.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
1.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
1.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
1.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
1.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
1.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
1.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
1.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
1.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
1.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
1.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
1.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
1.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
1.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
1.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
1.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
0.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
0.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
0.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
0.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
0.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
0.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
0.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
0.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
0.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
0.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
0.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
0.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
0.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
0.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
0.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
0.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
0.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
0.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
0.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
0.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
0.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
0.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
0.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
0.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
0.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
0.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
0.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
0.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
0.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
0.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
0.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
0.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
0.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
0.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
0.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
0.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
0.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
0.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
0.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
