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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.
MRPS18A 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
34.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
78.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
64.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
57.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
55.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
54.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
54.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
54.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
49.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
49.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
47.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
46.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
46.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
45.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
45.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
44.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
43.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
42.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
40.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
39.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
38.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
38.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
38.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
37.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
37.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
36.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
35.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
34.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
33.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
32.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
31.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
31.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
31.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
31.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
31.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
31.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
30.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
30.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
29.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
29.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
28.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
28.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
27.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
26.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
26.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
26.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
26.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
25.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
25.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
24.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
24.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
24.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
24.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
23.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
23.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
22.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
22.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
21.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
21.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
19.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
19.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
17.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
17.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
13.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
MRPS18A 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
36.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
98.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
93.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
86.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
80.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
70.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
69.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
65.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
64.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
62.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
61.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
61.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
60.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
59.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
57.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
57.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
57.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
56.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
56.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
56.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
56.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
56.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
55.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
55.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
55.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
55.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
55.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
54.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
54.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
53.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
53.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
53.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
53.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
52.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
52.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
52.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
52.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
52.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
52.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
52.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
52.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
52.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
51.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
51.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
51.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
51.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
51.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
51.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
50.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
50.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
50.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
50.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
50.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
50.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
50.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
50.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
50.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
50.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
49.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
49.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
49.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
49.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
49.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
49.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
49.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
49.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
49.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
48.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
48.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
48.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
48.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
48.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
48.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
48.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
48.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
48.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
48.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
48.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
48.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
48.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
48.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
47.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
47.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
47.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
47.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
47.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
47.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
47.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
47.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
47.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
47.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
47.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
46.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
46.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
46.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
46.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
46.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
46.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
46.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
46.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
46.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
46.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
46.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
46.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
46.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
45.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
45.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
45.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
45.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
45.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
45.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
45.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
45.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
45.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
45.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
44.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
44.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
44.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
44.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
44.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
44.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
44.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
44.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
44.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
44.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
44.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
44.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
44.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
44.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
44.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
44.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
44.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
44.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
44.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
43.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
43.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
43.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
43.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
43.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
43.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
43.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
43.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
43.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
43.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
43.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
43.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
43.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
43.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
42.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
42.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
42.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
42.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
42.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
42.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
42.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
42.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
42.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
42.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
42.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
42.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
42.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
42.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
42.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
42.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
42.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
42.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
41.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
41.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
41.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
41.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
41.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
41.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
41.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
41.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
41.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
41.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
41.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
40.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
40.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
40.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
40.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
40.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
40.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
40.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
40.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
40.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
40.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
39.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
39.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
39.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
39.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
39.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
39.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
39.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
39.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
39.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
39.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
39.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
39.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
39.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
39.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
39.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
39.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
39.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
39.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
39.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
39.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
39.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
39.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
39.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
39.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
39.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
38.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
38.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
38.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
38.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
38.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
38.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
38.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
38.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
38.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
38.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
38.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
38.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
38.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
38.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
38.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
38.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
38.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
38.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
38.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
38.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
38.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
38.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
38.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
38.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
38.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
38.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
38.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
37.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
37.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
37.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
37.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
37.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
37.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
37.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
37.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
37.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
37.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
37.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
37.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
37.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
37.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
37.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
37.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
37.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
37.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
37.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
37.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
36.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
36.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
36.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
36.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
36.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
36.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
36.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
36.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
36.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
36.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
36.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
36.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
35.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
35.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
35.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
35.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
35.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
35.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
35.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
35.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
35.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
35.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
35.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
35.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
35.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
35.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
35.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
34.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
34.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
34.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
34.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
34.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
34.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
34.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
34.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
34.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
34.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
34.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
34.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
34.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
34.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
34.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
34.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
34.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
34.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
34.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
34.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
33.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
33.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
33.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
33.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
33.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
33.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
33.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
33.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
33.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
33.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
33.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
33.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
32.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
32.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
32.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
32.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
32.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
32.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
32.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
32.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
32.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
32.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
32.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
32.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
31.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
31.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
31.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
31.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
31.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
31.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
31.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
31.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
31.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
31.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
31.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
31.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
31.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
31.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
31.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
31.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
31.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
31.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
31.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
31.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
31.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
30.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
30.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
30.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
30.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
30.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
30.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
30.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
30.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
30.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
30.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
30.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
30.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
30.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
30.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
30.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
30.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
29.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
29.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
29.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
29.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
29.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
29.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
29.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
29.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
29.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
29.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
29.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
29.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
29.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
29.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
29.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
29.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
29.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
29.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
29.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
29.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
29.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
28.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
28.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
28.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
28.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
28.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
28.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
28.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
28.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
28.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
28.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
28.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
28.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
28.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
28.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
28.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
28.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
28.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
27.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
27.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
27.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
27.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
27.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
27.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
27.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
27.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
27.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
27.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
27.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
27.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
26.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
26.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
26.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
26.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
26.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
26.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
26.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
26.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
26.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
26.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
26.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
26.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
25.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
25.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
25.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
25.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
25.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
25.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
25.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
25.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
25.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
25.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
25.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
25.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
25.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
25.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
25.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
25.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
25.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
24.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
24.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
24.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
24.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
24.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
24.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
24.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
24.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
24.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
24.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
23.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
23.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
23.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
23.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
23.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
23.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
23.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
23.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
23.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
23.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
23.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
23.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
22.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
22.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
22.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
22.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
22.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
22.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
22.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
22.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
22.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
22.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
21.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
21.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
21.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
21.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
20.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
20.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
20.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
20.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
20.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
19.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
19.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
19.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
19.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
19.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
19.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
19.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
19.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
18.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
18.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
18.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
18.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
18.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
18.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
18.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
18.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
16.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
16.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
16.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
16.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
16.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
16.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
16.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
15.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
14.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
14.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
13.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
12.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
12.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
11.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
10.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
10.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
9.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
MRPS18A 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
31.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
58.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
50.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
48.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
45.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
43.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
43.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
42.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
42.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
41.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
41.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
40.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
40.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
40.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
40.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
40.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
39.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
38.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
38.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
38.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
38.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
38.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
38.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
38.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
37.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
37.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
37.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
36.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
36.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
36.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
36.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
35.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
35.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
35.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
35.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
34.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
34.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
34.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
33.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
33.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
33.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
33.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
32.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
32.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
32.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
32.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
32.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
32.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
31.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
31.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
31.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
31.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
31.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
31.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
30.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
30.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
30.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
30.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
29.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
29.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
29.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
29.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
29.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
29.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
29.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
28.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
28.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
28.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
27.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
27.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
27.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
27.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
27.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
26.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
26.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
26.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
26.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
25.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
24.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
24.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
24.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
24.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
23.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
23.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
23.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
22.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
22.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
22.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
22.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
20.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
20.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
20.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
20.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
19.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
19.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
18.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
18.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
17.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
17.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
MRPS18A 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
46.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
411.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
279.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
262.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
210.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
91.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
86.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
85.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
84.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
80.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
79.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
76.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
74.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
73.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
71.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
69.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
69.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
68.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
66.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
64.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
64.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
64.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
63.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
63.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
62.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
62.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
62.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
61.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
61.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
61.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
60.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
60.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
60.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
59.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
59.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
59.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
59.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
58.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
58.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
58.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
58.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
57.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
56.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
55.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
55.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
55.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
55.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
55.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
54.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
54.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
54.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
54.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
54.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
54.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
53.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
53.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
53.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
53.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
53.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
53.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
52.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
52.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
52.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
51.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
51.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
51.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
51.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
51.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
51.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
50.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
50.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
50.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
50.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
50.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
50.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
50.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
50.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
50.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
50.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
50.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
49.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
49.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
49.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
49.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
49.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
49.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
49.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
49.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
48.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
48.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
48.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
48.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
48.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
47.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
47.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
47.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
47.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
47.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
47.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
47.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
46.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
46.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
46.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
46.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
46.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
46.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
46.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
46.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
46.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
46.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
45.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
45.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
45.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
45.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
45.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
44.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
44.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
44.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
44.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
44.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
44.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
44.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
44.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
44.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
44.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
44.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
44.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
44.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
43.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
43.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
43.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
43.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
43.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
43.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
43.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
43.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
43.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
43.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
43.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
42.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
42.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
42.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
42.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
42.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
42.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
42.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
42.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
42.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
41.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
41.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
41.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
41.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
41.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
41.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
41.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
41.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
41.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
41.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
40.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
40.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
40.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
40.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
40.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
40.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
40.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
40.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
40.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
40.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
40.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
39.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
39.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
39.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
39.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
39.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
39.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
39.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
39.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
39.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
38.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
38.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
38.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
38.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
38.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
38.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
37.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
37.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
37.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
37.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
37.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
37.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
37.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
37.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
37.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
37.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
37.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
37.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
37.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
36.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
36.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
36.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
36.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
36.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
36.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
36.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
36.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
35.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
35.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
35.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
35.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
34.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
34.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
34.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
34.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
33.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
33.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
33.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
33.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
33.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
33.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
33.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
33.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
33.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
33.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
33.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
33.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
33.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
33.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
32.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
32.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
32.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
32.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
32.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
32.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
32.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
32.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
31.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
31.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
31.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
31.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
30.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
30.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
30.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
30.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
29.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
29.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
29.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
29.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
29.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
28.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
28.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
28.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
28.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
27.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
27.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
27.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
27.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
26.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
26.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
26.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
26.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
25.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
25.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
25.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
25.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
24.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
23.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
23.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
23.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
23.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
23.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
23.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
22.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
21.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
21.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
18.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
18.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
18.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
18.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
17.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
17.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
16.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
14.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
5.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088920001
Normal
0.8
CPT0078840001
Normal
0.8
CPT0026420001
Normal
0.8
CPT0077140001
Normal
0.8
CPT0023360001
Normal
0.8
CPT0012770003
Normal
0.8
CPT0007870001
Normal
0.8
CPT0079430001
Normal
0.7
CPT0092740003
Normal
0.7
CPT0086830003
Normal
0.7
CPT0066430001
Normal
0.7
CPT0000790001
Normal
0.7
CPT0078940001
Normal
0.7
CPT0089480003
Normal
0.7
CPT0023710001
Normal
0.6
CPT0088640003
Normal
0.6
CPT0012090003
Normal
0.6
CPT0010170001
Normal
0.6
CPT0001350001
Normal
0.6
CPT0020130001
Normal
0.6
CPT0006950001
Normal
0.6
CPT0064400001
Normal
0.6
CPT0092310003
Normal
0.6
CPT0078670001
Normal
0.6
CPT0009080003
Normal
0.6
CPT0081620001
Normal
0.6
CPT0092800003
Normal
0.5
CPT0088780001
Normal
0.5
CPT0006730001
Normal
0.5
CPT0077500001
Normal
0.5
CPT0087050003
Normal
0.5
CPT0086370003
Normal
0.5
CPT0079000001
Normal
0.5
CPT0006530001
Normal
0.5
CPT0014350001
Normal
0.5
CPT0020020001
Normal
0.5
CPT0088710001
Normal
0.5
CPT0025610001
Normal
0.5
CPT0086890003
Normal
0.5
CPT0014130001
Normal
0.4
CPT0078530001
Normal
0.4
CPT0065450001
Normal
0.4
CPT0076350001
Normal
0.4
CPT0007470001
Normal
0.4
CPT0065820001
Normal
0.4
CPT0063330001
Normal
0.4
CPT0089040001
Normal
0.4
CPT0017450001
Normal
0.4
CPT0002270011
Tumor
0.4
CPT0025920001
Normal
0.4
CPT0001500009
Tumor
0.4
CPT0088500001
Normal
0.4
CPT0025060001
Normal
0.3
CPT0001230001
Normal
0.3
CPT0069010001
Normal
0.3
CPT0078660003
Tumor
0.3
CPT0001510001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0014470001
Normal
0.3
CPT0012570003
Normal
0.3
CPT0001190001
Normal
0.3
CPT0001550001
Normal
0.3
CPT0019160001
Normal
0.3
CPT0075570001
Normal
0.3
CPT0009020003
Normal
0.2
CPT0000660001
Normal
0.2
CPT0086970003
Normal
0.2
CPT0078800003
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0066520001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0012290003
Normal
0.1
CPT0012920003
Normal
0.1
CPT0000890001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0002370001
Normal
0.0
CPT0001340003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0015810003
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0012640003
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0000780007
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0065750003
Tumor
-0.2
CPT0078510003
Tumor
-0.2
CPT0084590001
Normal
-0.2
CPT0014450004
Tumor
-0.2
CPT0012900004
Tumor
-0.2
CPT0009060003
Tumor
-0.2
CPT0077320001
Normal
-0.3
CPT0077310003
Tumor
-0.3
CPT0075130003
Tumor
-0.3
CPT0000870016
Tumor
-0.3
CPT0079180003
Tumor
-0.3
CPT0087040003
Tumor
-0.3
CPT0006900003
Tumor
-0.3
CPT0077110003
Tumor
-0.3
CPT0079510001
Normal
-0.3
CPT0025050003
Tumor
-0.3
CPT0081600003
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0012180003
Tumor
-0.3
CPT0086820003
Tumor
-0.3
CPT0025230003
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0001540009
Tumor
-0.4
CPT0065430003
Tumor
-0.4
CPT0066470004
Tumor
-0.4
CPT0010110003
Tumor
-0.4
CPT0014160003
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0086870003
Tumor
-0.4
CPT0063320003
Tumor
-0.4
CPT0071150004
Tumor
-0.4
CPT0011410003
Tumor
-0.5
CPT0085670003
Tumor
-0.5
CPT0006630003
Tumor
-0.5
CPT0089460004
Tumor
-0.5
CPT0002350011
Tumor
-0.5
CPT0088760003
Tumor
-0.5
CPT0025580004
Tumor
-0.5
CPT0001260009
Tumor
-0.5
CPT0088900003
Tumor
-0.5
CPT0092190003
Normal
-0.5
CPT0001220008
Tumor
-0.5
CPT0089020003
Tumor
-0.5
CPT0019990003
Tumor
-0.5
CPT0078830003
Tumor
-0.5
CPT0015910003
Tumor
-0.5
CPT0092160003
Tumor
-0.5
CPT0019130003
Tumor
-0.5
CPT0078990003
Tumor
-0.5
CPT0088630003
Tumor
-0.5
CPT0092730003
Tumor
-0.6
CPT0012280003
Tumor
-0.6
CPT0079270003
Tumor
-0.6
CPT0065810003
Tumor
-0.6
CPT0079380003
Tumor
-0.6
CPT0079480003
Tumor
-0.6
CPT0063630003
Tumor
-0.6
CPT0025880003
Tumor
-0.6
CPT0065870003
Tumor
-0.6
CPT0086030003
Tumor
-0.6
CPT0014370004
Tumor
-0.6
CPT0075720003
Tumor
-0.6
CPT0017850003
Tumor
-0.7
CPT0006440003
Tumor
-0.7
CPT0001180009
Tumor
-0.7
CPT0066480003
Tumor
-0.7
CPT0086950003
Tumor
-0.7
CPT0020120003
Tumor
-0.7
CPT0023350003
Tumor
-0.7
CPT0088550004
Tumor
-0.7
CPT0064370003
Tumor
-0.7
CPT0077490003
Tumor
-0.7
CPT0017410003
Tumor
-0.7
CPT0009000003
Tumor
-0.7
CPT0079230003
Tumor
-0.8
CPT0081990003
Tumor
-0.8
CPT0069000003
Tumor
-0.8
CPT0088480003
Tumor
-0.8
CPT0012080003
Tumor
-0.8
CPT0069160003
Tumor
-0.8
CPT0076330003
Tumor
-0.8
CPT0084560003
Tumor
-0.9
CPT0021240003
Tumor
-0.9
CPT0012670003
Tumor
-0.9
CPT0023690003
Tumor
-0.9
CPT0012550003
Tumor
-0.9
CPT0078930003
Tumor
-1.0
CPT0025350003
Tumor
-1.0
CPT0010160003
Tumor
-1.0
CPT0012370003
Tumor
-1.1
CPT0025170003
Tumor
-1.1
CPT0000640003
Tumor
-1.1
CPT0075560003
Tumor
-1.2
CPT0025110003
Tumor
-1.2
CPT0024670003
Tumor
-1.2
CPT0007860003
Tumor
-1.3
CPT0065930003
Tumor
-1.3
CPT0011240003
Tumor
-1.7
CPT0025290003
Tumor
-1.7
CPT0065690003
Tumor
-1.7
CPT0081880003
Tumor
-1.8
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
