We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
MRPL55 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
35.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
108.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
101.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
74.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
64.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
61.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
54.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
52.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
51.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
49.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
48.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
43.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
43.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
42.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
42.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
41.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
41.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
40.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
38.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
38.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
36.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
36.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
36.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
35.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
34.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
34.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
34.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
34.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
33.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
33.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
32.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
32.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
32.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
32.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
31.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
31.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
31.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
30.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
29.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
28.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
28.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
27.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
27.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
27.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
26.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
26.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
26.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
25.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
25.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
25.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
24.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
22.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
22.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
22.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
21.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
21.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
20.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
20.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
20.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
19.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
19.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
18.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
18.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
16.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 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.
MRPL55 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
56.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
525.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
293.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
172.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
166.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
159.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
151.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
148.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
141.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
128.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
127.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
123.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
122.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
117.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
117.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
116.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
113.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
112.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
111.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
109.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
107.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
107.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
107.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
106.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
105.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
101.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
101.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
98.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
98.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
98.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
98.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
96.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
93.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
93.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
93.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
93.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
92.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
92.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
91.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
91.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
91.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
90.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
89.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
88.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
87.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
87.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
86.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
85.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
85.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
84.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
83.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
83.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
83.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
82.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
81.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
81.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
81.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
81.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
81.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
81.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
80.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
80.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
80.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
79.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
79.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
79.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
78.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
78.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
78.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
78.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
78.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
77.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
77.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
77.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
77.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
76.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
76.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
75.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
74.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
74.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
74.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
74.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
74.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
74.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
73.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
73.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
73.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
73.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
73.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
72.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
72.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
72.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
71.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
71.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
71.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
71.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
71.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
71.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
70.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
70.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
70.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
70.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
70.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
69.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
69.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
69.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
69.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
69.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
69.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
68.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
68.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
68.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
68.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
68.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
68.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
68.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
68.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
67.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
67.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
67.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
67.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
67.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
67.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
67.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
67.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
67.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
67.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
67.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
67.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
66.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
66.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
66.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
66.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
66.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
66.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
66.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
65.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
65.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
65.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
65.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
65.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
65.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
64.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
64.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
64.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
64.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
63.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
63.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
63.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
63.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
63.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
62.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
62.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
62.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
62.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
62.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
61.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
61.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
61.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
61.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
61.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
61.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
60.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
60.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
60.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
60.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
60.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
60.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
59.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
59.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
59.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
59.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
59.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
59.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
59.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
59.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
59.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
59.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
58.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
58.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
58.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
58.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
58.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
58.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
58.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
57.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
57.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
57.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
57.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
57.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
57.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
57.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
57.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
57.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
56.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
56.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
56.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
56.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
56.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
56.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
56.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
56.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
56.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
56.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
56.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
56.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
56.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
56.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
55.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
55.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
55.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
55.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
55.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
55.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
55.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
54.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
54.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
54.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
54.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
54.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
54.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
54.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
54.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
54.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
53.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
53.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
53.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
53.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
53.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
53.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
53.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
53.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
53.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
53.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
53.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
53.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
53.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
53.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
53.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
53.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
52.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
52.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
52.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
52.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
52.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
51.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
51.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
51.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
51.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
51.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
51.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
51.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
51.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
51.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
51.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
51.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
51.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
51.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
51.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
50.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
50.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
50.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
50.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
50.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
50.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
50.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
50.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
50.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
50.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
50.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
49.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
49.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
49.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
49.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
49.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
49.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
49.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
49.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
49.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
48.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
48.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
48.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
48.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
48.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
48.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
48.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
48.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
48.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
47.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
47.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
47.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
47.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
47.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
47.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
47.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
47.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
46.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
46.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
46.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
46.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
46.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
46.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
46.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
46.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
46.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
45.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
45.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
45.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
45.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
45.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
45.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
45.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
45.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
45.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
45.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
45.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
44.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
44.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
44.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
44.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
44.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
44.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
44.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
44.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
44.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
44.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
44.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
44.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
44.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
44.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
44.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
44.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
43.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
43.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
43.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
43.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
43.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
43.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
43.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
43.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
43.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
43.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
43.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
43.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
43.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
42.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
42.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
42.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
42.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
42.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
42.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
42.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
42.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
42.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
42.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
42.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
42.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
42.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
42.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
42.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
42.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
42.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
41.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
41.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
41.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
41.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
41.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
41.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
41.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
41.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
41.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
41.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
41.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
41.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
41.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
41.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
41.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
41.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
40.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
40.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
40.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
40.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
40.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
40.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
40.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
40.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
40.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
40.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
39.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
39.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
39.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
39.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
39.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
39.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
39.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
39.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
39.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
39.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
38.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
38.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
38.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
38.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
38.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
38.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
38.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
38.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
38.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
38.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
38.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
38.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
38.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
38.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
38.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
38.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
38.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
38.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
38.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
38.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
37.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
37.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
37.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
37.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
37.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
37.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
37.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
37.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
37.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
37.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
37.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
37.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
37.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
36.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
36.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
36.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
36.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
36.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
36.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
36.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
36.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
36.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
36.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
36.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
36.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
36.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
36.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
35.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
35.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
35.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
35.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
35.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
35.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
35.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
35.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
35.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
34.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
34.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
34.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
34.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
34.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
34.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
34.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
34.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
34.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
33.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
33.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
33.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
33.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
33.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
33.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
33.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
33.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
32.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
32.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
32.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
32.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
32.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
31.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
31.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
31.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
31.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
31.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
31.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
31.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
30.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
30.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
29.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
29.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
29.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
29.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
29.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
29.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
29.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
28.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
28.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
28.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
28.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
28.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
27.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
26.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
26.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
26.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
25.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
24.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
24.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
24.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
22.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
22.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
22.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
21.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
21.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
21.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
20.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
19.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
19.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
18.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
17.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
14.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
13.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
13.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
9.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
MRPL55 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
46.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
109.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
101.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
83.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
82.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
78.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
76.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
76.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
74.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
73.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
72.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
70.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
70.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
68.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
68.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
68.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
66.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
63.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
63.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
59.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
58.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
58.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
58.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
57.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
57.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
56.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
55.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
55.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
53.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
53.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
53.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
52.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
52.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
51.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
51.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
50.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
50.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
49.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
49.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
48.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
47.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
46.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
46.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
45.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
44.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
44.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
44.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
43.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
42.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
42.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
42.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
41.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
41.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
41.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
41.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
41.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
40.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
40.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
39.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
39.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
39.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
39.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
39.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
39.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
39.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
38.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
38.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
38.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
37.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
37.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
37.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
37.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
37.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
37.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
36.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
36.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
35.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
35.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
35.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
35.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
35.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
35.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
34.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
33.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
33.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
33.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
32.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
32.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
32.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
31.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
31.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
30.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
26.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
24.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
24.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
20.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
14.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
13.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
13.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
9.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
MRPL55 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
65.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
215.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
197.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
171.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
160.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
148.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
146.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
143.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
139.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
132.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
132.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
131.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
130.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
126.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
126.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
125.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
125.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
125.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
125.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
124.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
121.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
116.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
116.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
116.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
116.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
115.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
113.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
112.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
110.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
110.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
107.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
105.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
103.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
103.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
101.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
99.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
98.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
98.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
98.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
98.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
98.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
96.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
94.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
90.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
89.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
89.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
89.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
89.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
88.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
88.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
87.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
87.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
86.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
85.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
85.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
84.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
83.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
83.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
83.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
82.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
82.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
80.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
80.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
79.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
79.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
79.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
76.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
76.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
76.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
76.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
75.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
74.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
74.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
74.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
73.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
73.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
73.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
72.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
72.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
72.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
72.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
72.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
72.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
72.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
72.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
71.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
71.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
71.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
70.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
70.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
70.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
70.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
70.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
70.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
70.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
70.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
69.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
69.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
69.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
69.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
68.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
68.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
68.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
68.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
67.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
67.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
67.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
67.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
67.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
67.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
67.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
66.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
64.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
64.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
64.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
64.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
63.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
63.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
63.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
63.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
62.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
62.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
62.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
62.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
62.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
62.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
61.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
61.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
61.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
60.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
60.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
60.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
60.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
60.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
59.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
59.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
59.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
59.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
59.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
59.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
58.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
58.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
58.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
58.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
57.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
57.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
57.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
57.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
56.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
56.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
55.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
55.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
55.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
55.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
54.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
54.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
54.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
54.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
54.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
54.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
54.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
54.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
54.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
54.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
54.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
53.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
53.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
53.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
53.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
53.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
52.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
52.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
52.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
52.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
51.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
51.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
51.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
51.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
51.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
51.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
51.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
50.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
50.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
50.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
50.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
50.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
50.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
50.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
50.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
49.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
49.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
49.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
49.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
48.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
48.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
48.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
48.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
48.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
48.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
48.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
48.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
47.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
47.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
47.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
47.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
46.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
46.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
46.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
46.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
46.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
45.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
45.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
45.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
45.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
45.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
44.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
44.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
44.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
44.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
44.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
43.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
43.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
42.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
42.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
42.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
42.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
42.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
41.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
41.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
41.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
40.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
40.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
40.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
40.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
39.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
39.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
39.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
38.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
38.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
38.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
38.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
38.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
37.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
37.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
37.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
36.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
36.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
36.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
36.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
36.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
36.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
36.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
36.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
35.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
35.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
35.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
35.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
35.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
34.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
34.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
33.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
33.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
32.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
32.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
32.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
32.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
31.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
31.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
31.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
29.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
29.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
29.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
29.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
26.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
24.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
23.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
23.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
21.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
20.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
20.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
20.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
19.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
19.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0010170001
Normal
0.9
CPT0006950001
Normal
0.9
CPT0066430001
Normal
0.8
CPT0002270011
Tumor
0.8
CPT0000790001
Normal
0.8
CPT0007870001
Normal
0.8
CPT0064400001
Normal
0.8
CPT0012090003
Normal
0.8
CPT0086370003
Normal
0.8
CPT0089040001
Normal
0.7
CPT0012770003
Normal
0.7
CPT0077140001
Normal
0.7
CPT0026420001
Normal
0.7
CPT0081620001
Normal
0.7
CPT0092800003
Normal
0.7
CPT0012640003
Normal
0.6
CPT0087050003
Normal
0.6
CPT0092310003
Normal
0.6
CPT0082010001
Normal
0.6
CPT0001550001
Normal
0.6
CPT0079430001
Normal
0.6
CPT0092740003
Normal
0.6
CPT0014130001
Normal
0.6
CPT0078840001
Normal
0.6
CPT0025610001
Normal
0.6
CPT0001230001
Normal
0.6
CPT0001350001
Normal
0.6
CPT0089480003
Normal
0.5
CPT0086830003
Normal
0.5
CPT0078530001
Normal
0.5
CPT0065450001
Normal
0.5
CPT0078940001
Normal
0.5
CPT0014350001
Normal
0.5
CPT0020020001
Normal
0.5
CPT0023710001
Normal
0.5
CPT0007470001
Normal
0.5
CPT0088920001
Normal
0.5
CPT0079000001
Normal
0.5
CPT0025920001
Normal
0.5
CPT0065820001
Normal
0.5
CPT0012570003
Normal
0.5
CPT0006730001
Normal
0.5
CPT0025060001
Normal
0.5
CPT0001510001
Normal
0.5
CPT0086890003
Normal
0.5
CPT0019160001
Normal
0.4
CPT0024680001
Normal
0.4
CPT0063330001
Normal
0.4
CPT0009080003
Normal
0.4
CPT0076350001
Normal
0.4
CPT0088640003
Normal
0.4
CPT0018250001
Normal
0.4
CPT0020130001
Normal
0.4
CPT0001190001
Normal
0.4
CPT0006530001
Normal
0.4
CPT0014470001
Normal
0.4
CPT0086970003
Normal
0.4
CPT0088710001
Normal
0.3
CPT0078670001
Normal
0.3
CPT0088780001
Normal
0.3
CPT0012290003
Normal
0.3
CPT0002370001
Normal
0.3
CPT0077500001
Normal
0.3
CPT0088500001
Normal
0.3
CPT0079180003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0000890001
Normal
0.3
CPT0088570001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0078660003
Tumor
0.2
CPT0066520001
Normal
0.2
CPT0079300001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0069010001
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0088690003
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0012550003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0001270001
Normal
-0.1
CPT0001540009
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0014450004
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0077490003
Tumor
-0.1
CPT0012180003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0063630003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0024670003
Tumor
-0.2
CPT0012920003
Normal
-0.2
CPT0026410003
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0079510001
Normal
-0.2
CPT0000780007
Tumor
-0.2
CPT0071150004
Tumor
-0.3
CPT0001260009
Tumor
-0.3
CPT0069190001
Normal
-0.3
CPT0002350011
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0085670003
Tumor
-0.3
CPT0001340003
Tumor
-0.3
CPT0076330003
Tumor
-0.3
CPT0001220008
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0000870016
Tumor
-0.3
CPT0025050003
Tumor
-0.4
CPT0009060003
Tumor
-0.4
CPT0015810003
Tumor
-0.4
CPT0086870003
Tumor
-0.4
CPT0075720003
Tumor
-0.4
CPT0077110003
Tumor
-0.4
CPT0089020003
Tumor
-0.4
CPT0023360001
Normal
-0.4
CPT0010110003
Tumor
-0.4
CPT0006630003
Tumor
-0.4
CPT0012900004
Tumor
-0.4
CPT0065430003
Tumor
-0.4
CPT0088550004
Tumor
-0.4
CPT0078830003
Tumor
-0.4
CPT0014160003
Tumor
-0.4
CPT0066470004
Tumor
-0.4
CPT0077320001
Normal
-0.4
CPT0017410003
Tumor
-0.4
CPT0075130003
Tumor
-0.4
CPT0092190003
Normal
-0.4
CPT0086950003
Tumor
-0.4
CPT0088630003
Tumor
-0.4
CPT0079270003
Tumor
-0.4
CPT0011410003
Tumor
-0.4
CPT0025580004
Tumor
-0.5
CPT0011240003
Tumor
-0.5
CPT0025170003
Tumor
-0.5
CPT0020120003
Tumor
-0.5
CPT0065750003
Tumor
-0.5
CPT0092160003
Tumor
-0.5
CPT0079480003
Tumor
-0.5
CPT0081600003
Tumor
-0.5
CPT0065930003
Tumor
-0.5
CPT0000640003
Tumor
-0.5
CPT0012370003
Tumor
-0.5
CPT0088480003
Tumor
-0.5
CPT0092730003
Tumor
-0.5
CPT0023350003
Tumor
-0.6
CPT0019130003
Tumor
-0.6
CPT0025230003
Tumor
-0.6
CPT0065870003
Tumor
-0.6
CPT0066480003
Tumor
-0.6
CPT0015730003
Tumor
-0.6
CPT0065690003
Tumor
-0.6
CPT0025350003
Tumor
-0.6
CPT0015910003
Tumor
-0.6
CPT0006440003
Tumor
-0.7
CPT0025290003
Tumor
-0.7
CPT0078990003
Tumor
-0.7
CPT0078510003
Tumor
-0.7
CPT0010160003
Tumor
-0.7
CPT0001180009
Tumor
-0.7
CPT0014370004
Tumor
-0.8
CPT0086360003
Tumor
-0.8
CPT0079230003
Tumor
-0.8
CPT0079380003
Tumor
-0.8
CPT0086030003
Tumor
-0.9
CPT0006900003
Tumor
-0.9
CPT0025110003
Tumor
-0.9
CPT0081990003
Tumor
-0.9
CPT0084560003
Tumor
-1.0
CPT0092790003
Tumor
-1.0
CPT0065810003
Tumor
-1.0
CPT0009000003
Tumor
-1.1
CPT0021240003
Tumor
-1.1
CPT0017850003
Tumor
-1.3
CPT0069160003
Tumor
-1.3
CPT0069000003
Tumor
-1.3
CPT0081880003
Tumor
-1.4
Show allShow less
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
