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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.
MYO1D is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
31.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
82.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
75.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
71.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
69.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
64.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
59.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
54.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
53.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
53.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
52.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
52.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
52.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
51.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
49.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
47.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
46.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
46.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
44.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
41.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
39.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
36.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
34.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
34.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
33.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
32.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
32.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
31.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
29.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
27.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
27.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
27.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
27.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
26.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
26.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
26.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
25.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
24.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
23.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
22.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
22.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
21.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
21.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
20.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
18.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
18.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
17.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
16.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
16.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
16.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
16.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
16.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
15.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
14.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
13.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
11.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
10.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
10.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
10.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
10.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
9.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
5.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
4.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
4.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MYO1D is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
83.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
76.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
60.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
59.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
54.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
54.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
54.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
53.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
51.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
51.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
51.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
50.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
50.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
50.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
49.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
48.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
47.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
46.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
45.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
45.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
45.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
44.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
44.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
44.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
44.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
42.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
41.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
40.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
40.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
40.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
40.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
39.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
39.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
39.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
39.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
39.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
37.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
37.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
37.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
36.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
35.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
35.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
35.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
34.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
34.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
34.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
34.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
34.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
34.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
34.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
34.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
34.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
33.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
33.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
33.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
33.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
33.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
32.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
32.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
32.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
32.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
32.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
32.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
32.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
32.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
32.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
32.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
32.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
32.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
32.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
32.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
31.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
31.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
30.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
30.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
30.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
30.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
30.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
30.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
30.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
30.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
30.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
30.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
29.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
29.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
29.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
29.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
29.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
29.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
29.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
29.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
29.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
29.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
29.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
29.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
29.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
29.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
29.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
28.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
28.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
28.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
28.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
28.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
27.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
27.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
27.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
27.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
27.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
27.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
27.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
27.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
27.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
26.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
26.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
26.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
26.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
26.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
26.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
26.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
26.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
26.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
26.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
26.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
26.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
26.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
26.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
25.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
25.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
25.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
25.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
25.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
25.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
25.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
25.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
25.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
25.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
24.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
24.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
24.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
24.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
24.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
24.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
24.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
24.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
24.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
24.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
24.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
24.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
24.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
23.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
23.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
23.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
23.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
23.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
23.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
23.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
23.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
23.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
23.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
23.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
23.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
23.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
22.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
22.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
22.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
22.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
22.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
22.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
22.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
22.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
22.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
22.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
22.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
22.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
22.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
22.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
22.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
22.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
22.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
22.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
22.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
21.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
21.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
21.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
21.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
21.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
21.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
21.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
21.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
21.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
21.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
21.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
21.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
21.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
21.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
21.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
21.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
21.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
21.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
21.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
20.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
20.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
20.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
20.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
20.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
20.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
20.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
20.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
20.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
20.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
20.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
20.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
20.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
20.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
19.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
19.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
19.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
19.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
19.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
19.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
19.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
19.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
19.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
19.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
18.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
18.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
18.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
18.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
18.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
18.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
18.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
18.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
18.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
18.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
18.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
18.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
18.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
18.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
18.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
18.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
18.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
18.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
18.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
17.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
17.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
17.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
17.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
17.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
17.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
17.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
17.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
17.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
17.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
17.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
17.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
17.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
17.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
17.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
17.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
17.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
17.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
17.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
17.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
17.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
17.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
17.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
16.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
16.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
16.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
16.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
16.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
16.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
16.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
16.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
16.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
16.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
16.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
16.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
16.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
15.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
15.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
15.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
15.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
15.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
15.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
15.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
15.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
15.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
15.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
15.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
15.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
15.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
15.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
15.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
15.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
15.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
15.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
15.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
15.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
15.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
15.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
15.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
15.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
15.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
15.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
14.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
14.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
14.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
14.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
14.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
14.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
14.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
14.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
14.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
14.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
14.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
14.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
14.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
14.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
14.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
14.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
14.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
14.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
14.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
14.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
14.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
14.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
14.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
13.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
13.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
13.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
13.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
13.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
13.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
13.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
13.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
13.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
13.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
13.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
13.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
13.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
13.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
13.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
13.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
13.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
13.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
13.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
13.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
13.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
13.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
13.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
13.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
13.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
12.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
12.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
12.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
12.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
12.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
12.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
12.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
12.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
12.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
12.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
12.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
12.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
12.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
12.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
12.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
12.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
12.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
12.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
12.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
11.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
11.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
11.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
11.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
11.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
11.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
11.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
11.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
11.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
11.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
11.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
11.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
11.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
11.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
11.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
11.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
11.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
11.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
11.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
11.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
11.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
11.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
11.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
11.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
10.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
10.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
10.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
10.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
10.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
10.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
10.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
10.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
10.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
10.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
10.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
10.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
10.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
10.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
10.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
10.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
10.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
10.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
10.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
9.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
9.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
9.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
9.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
9.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
9.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
9.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
9.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
9.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
9.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
9.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
9.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
9.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
9.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
8.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
8.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
8.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
8.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
8.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
8.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
8.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
8.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
8.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
8.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
8.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
8.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
8.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
7.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
7.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
7.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
7.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
7.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
7.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
7.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
7.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
7.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
7.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
7.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
7.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
6.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
6.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
6.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
6.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
6.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
6.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
6.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
6.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
5.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
5.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
5.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
5.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
5.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
5.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
5.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
5.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
5.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
5.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
4.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
4.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
4.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
4.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
4.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
4.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
4.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
4.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
3.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
3.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
3.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
3.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
3.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
2.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 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.
MYO1D 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
18.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
50.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
39.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
38.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
37.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
36.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
36.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
34.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
34.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
34.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
32.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
31.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
28.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
28.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
28.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
28.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
27.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
27.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
26.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
26.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
26.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
26.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
25.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
25.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
25.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
24.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
24.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
24.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
24.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
24.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
24.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
22.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
22.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
22.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
22.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
21.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
21.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
21.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
21.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
21.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
20.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
20.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
20.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
20.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
19.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
19.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
19.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
19.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
18.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
17.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
17.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
17.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
16.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
16.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
16.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
16.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
16.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
15.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
15.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
15.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
14.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
14.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
14.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
13.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
13.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
13.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
13.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
13.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
12.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
12.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
12.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
11.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
11.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
11.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
11.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
11.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
10.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
10.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
10.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
9.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
9.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
9.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
8.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
7.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
7.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
7.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
7.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
7.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
6.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
5.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
5.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
5.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
5.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MYO1D is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
41.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
174.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
173.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
146.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
139.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
130.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
122.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
111.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
107.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
105.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
105.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
104.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
102.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
101.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
100.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
96.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
96.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
94.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
93.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
92.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
90.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
88.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
87.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
85.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
85.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
83.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
80.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
80.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
78.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
78.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
78.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
77.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
77.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
77.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
77.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
76.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
76.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
75.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
74.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
74.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
74.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
74.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
73.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
73.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
71.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
70.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
70.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
67.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
66.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
66.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
65.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
65.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
63.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
63.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
63.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
61.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
61.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
61.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
60.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
60.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
57.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
57.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
56.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
55.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
54.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
54.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
54.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
54.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
54.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
53.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
53.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
53.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
52.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
52.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
52.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
51.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
50.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
50.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
49.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
49.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
49.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
49.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
49.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
48.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
48.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
47.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
47.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
47.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
47.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
47.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
46.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
46.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
46.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
46.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
45.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
45.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
45.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
44.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
44.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
44.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
44.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
44.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
44.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
44.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
44.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
44.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
43.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
43.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
43.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
43.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
43.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
43.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
43.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
42.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
42.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
42.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
42.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
42.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
41.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
41.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
41.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
41.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
41.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
40.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
40.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
40.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
40.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
40.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
40.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
40.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
39.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
39.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
39.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
38.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
38.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
37.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
37.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
37.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
36.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
36.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
35.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
35.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
35.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
35.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
34.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
34.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
33.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
33.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
33.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
33.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
33.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
32.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
32.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
32.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
32.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
31.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
31.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
31.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
31.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
30.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
30.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
30.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
30.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
30.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
30.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
29.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
29.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
29.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
29.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
29.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
29.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
29.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
28.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
28.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
28.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
28.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
27.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
27.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
26.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
26.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
26.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
25.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
25.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
25.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
25.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
25.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
25.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
25.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
25.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
24.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
24.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
24.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
24.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
23.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
23.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
23.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
23.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
23.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
22.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
22.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
22.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
22.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
22.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
22.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
21.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
21.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
21.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
21.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
21.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
21.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
21.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
21.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
21.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
20.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
20.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
20.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
20.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
19.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
19.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
19.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
19.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
19.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
19.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
18.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
18.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
18.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
18.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
18.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
18.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
18.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
18.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
17.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
17.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
17.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
17.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
17.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
16.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
15.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
15.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
15.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
15.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
14.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
13.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
13.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
13.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
13.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
13.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
13.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
13.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
12.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
12.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
12.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
11.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
11.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
11.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
11.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
11.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
10.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
10.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
10.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
10.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
10.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
9.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
9.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
8.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
8.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
7.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
7.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
7.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
6.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
6.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
5.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
5.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
4.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
4.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
3.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
2.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1.9
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0011240003
Tumor
1.1
CPT0066480003
Tumor
1.0
CPT0000660001
Normal
0.9
CPT0025170003
Tumor
0.9
CPT0079180003
Tumor
0.9
CPT0001270001
Normal
0.9
CPT0077320001
Normal
0.9
CPT0088550004
Tumor
0.8
CPT0017850003
Tumor
0.8
CPT0075560003
Tumor
0.7
CPT0063640001
Normal
0.7
CPT0010120001
Normal
0.7
CPT0088630003
Tumor
0.7
CPT0069000003
Tumor
0.7
CPT0065820001
Normal
0.7
CPT0084590001
Normal
0.6
CPT0086870003
Tumor
0.6
CPT0075720003
Tumor
0.6
CPT0092190003
Normal
0.5
CPT0012670003
Tumor
0.5
CPT0075170001
Normal
0.5
CPT0013790003
Normal
0.5
CPT0006530001
Normal
0.5
CPT0081990003
Tumor
0.5
CPT0014130001
Normal
0.5
CPT0018250001
Normal
0.4
CPT0079510001
Normal
0.4
CPT0015910003
Tumor
0.4
CPT0021240003
Tumor
0.4
CPT0012290003
Normal
0.4
CPT0086830003
Normal
0.4
CPT0092730003
Tumor
0.4
CPT0066520001
Normal
0.4
CPT0007470001
Normal
0.4
CPT0019130003
Tumor
0.4
CPT0024680001
Normal
0.4
CPT0088570001
Normal
0.3
CPT0086970003
Normal
0.3
CPT0088710001
Normal
0.3
CPT0078660003
Tumor
0.3
CPT0088500001
Normal
0.3
CPT0001510001
Normal
0.3
CPT0075570001
Normal
0.3
CPT0081600003
Tumor
0.3
CPT0023360001
Normal
0.3
CPT0066430001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0082010001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0092310003
Normal
0.2
CPT0007320003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0000790001
Normal
0.2
CPT0077140001
Normal
0.2
CPT0025290003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0001190001
Normal
0.2
CPT0006950001
Normal
0.2
CPT0020130001
Normal
0.2
CPT0085670003
Tumor
0.2
CPT0086370003
Normal
0.2
CPT0069190001
Normal
0.2
CPT0092800003
Normal
0.2
CPT0088900003
Tumor
0.2
CPT0000890001
Normal
0.2
CPT0019160001
Normal
0.2
CPT0069010001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0012090003
Normal
0.2
CPT0088760003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0002370001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0077490003
Tumor
0.2
CPT0088690003
Tumor
0.1
CPT0079300001
Normal
0.1
CPT0065870003
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0092740003
Normal
0.1
CPT0009020003
Normal
0.1
CPT0089040001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0065450001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0026420001
Normal
0.1
CPT0088920001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0025230003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0012570003
Normal
0.0
CPT0078670001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0076350001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0001180009
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0088780001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0078840001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0086950003
Tumor
-0.1
CPT0075130003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0084560003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0000640003
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0063630003
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0063320003
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0012280003
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0077310003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0010160003
Tumor
-0.2
CPT0069160003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0087040003
Tumor
-0.3
CPT0025880003
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0077110003
Tumor
-0.3
CPT0006630003
Tumor
-0.4
CPT0012370003
Tumor
-0.4
CPT0007860003
Tumor
-0.4
CPT0014160003
Tumor
-0.4
CPT0011410003
Tumor
-0.4
CPT0079480003
Tumor
-0.4
CPT0065930003
Tumor
-0.4
CPT0078830003
Tumor
-0.4
CPT0000870016
Tumor
-0.5
CPT0012900004
Tumor
-0.5
CPT0002350011
Tumor
-0.5
CPT0009060003
Tumor
-0.5
CPT0025110003
Tumor
-0.5
CPT0001220008
Tumor
-0.6
CPT0001340003
Tumor
-0.6
CPT0086360003
Tumor
-0.6
CPT0014450004
Tumor
-0.6
CPT0006440003
Tumor
-0.6
CPT0017410003
Tumor
-0.6
CPT0002270011
Tumor
-0.6
CPT0012550003
Tumor
-0.6
CPT0079410003
Tumor
-0.6
CPT0009000003
Tumor
-0.7
CPT0071150004
Tumor
-0.7
CPT0065810003
Tumor
-0.7
CPT0088970003
Tumor
-0.7
CPT0026410003
Tumor
-0.7
CPT0078990003
Tumor
-0.7
CPT0001500009
Tumor
-0.7
CPT0012180003
Tumor
-0.7
CPT0001540009
Tumor
-0.8
CPT0024670003
Tumor
-0.9
CPT0023350003
Tumor
-0.9
CPT0025050003
Tumor
-1.0
CPT0015730003
Tumor
-1.0
CPT0001260009
Tumor
-1.0
CPT0081880003
Tumor
-1.0
CPT0076330003
Tumor
-1.1
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.