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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MRPS15 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
66.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
235.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
119.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
112.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
105.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
94.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
90.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
89.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
88.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
86.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
86.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
84.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
84.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
82.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
81.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
76.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
75.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
70.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
70.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
69.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
69.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
69.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
69.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
68.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
64.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
64.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
64.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
63.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
63.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
63.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
63.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
62.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
62.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
62.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
61.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
61.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
61.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
61.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
57.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
57.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
56.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
56.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
54.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
54.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
54.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
53.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
53.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
53.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
52.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
52.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
52.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
52.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
51.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
51.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
49.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
49.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
48.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
47.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
46.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
46.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
43.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
42.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
36.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
27.5
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.
MRPS15 is potential prognostic, high expression is unfavorable 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
64.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
246.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
162.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
158.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
148.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
141.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
136.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
133.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
132.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
130.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
129.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
123.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
122.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
122.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
120.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
115.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
113.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
113.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
111.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
110.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
110.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
110.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
109.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
109.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
106.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
105.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
105.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
102.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
102.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
101.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
101.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
100.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
100.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
99.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
99.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
98.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
97.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
97.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
96.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
96.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
94.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
93.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
93.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
92.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
92.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
91.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
91.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
91.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
90.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
90.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
90.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
89.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
89.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
89.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
88.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
87.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
87.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
86.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
85.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
85.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
84.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
84.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
84.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
84.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
83.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
83.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
83.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
83.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
83.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
83.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
82.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
82.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
82.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
82.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
81.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
81.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
81.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
81.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
81.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
80.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
80.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
80.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
80.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
80.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
80.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
80.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
80.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
80.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
79.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
79.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
79.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
79.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
79.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
78.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
78.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
78.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
78.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
78.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
77.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
77.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
76.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
76.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
76.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
76.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
75.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
75.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
75.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
75.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
75.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
75.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
75.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
75.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
74.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
74.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
74.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
73.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
73.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
73.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
73.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
73.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
73.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
72.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
72.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
72.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
72.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
71.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
71.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
71.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
71.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
71.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
71.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
71.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
71.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
71.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
71.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
71.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
71.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
70.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
70.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
70.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
70.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
70.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
70.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
70.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
70.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
70.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
69.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
69.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
69.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
69.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
69.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
69.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
69.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
69.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
69.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
69.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
69.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
69.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
69.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
69.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
69.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
69.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
68.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
68.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
68.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
68.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
68.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
68.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
68.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
68.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
68.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
68.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
68.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
68.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
68.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
68.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
68.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
68.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
67.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
67.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
67.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
67.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
67.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
67.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
67.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
67.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
67.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
66.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
66.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
66.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
66.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
66.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
66.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
66.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
66.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
66.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
65.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
65.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
65.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
65.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
65.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
65.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
65.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
65.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
65.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
65.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
65.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
65.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
65.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
64.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
64.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
64.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
64.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
64.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
64.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
64.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
64.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
64.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
64.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
64.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
64.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
64.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
64.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
64.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
64.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
64.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
63.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
63.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
63.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
63.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
63.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
63.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
63.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
63.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
63.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
63.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
63.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
63.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
63.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
63.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
63.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
63.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
62.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
62.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
62.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
62.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
62.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
62.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
62.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
62.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
61.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
61.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
61.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
61.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
61.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
61.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
61.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
61.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
61.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
61.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
61.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
61.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
61.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
61.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
60.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
60.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
60.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
60.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
60.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
60.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
60.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
60.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
60.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
60.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
60.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
60.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
60.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
60.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
59.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
59.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
59.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
59.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
59.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
59.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
59.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
59.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
59.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
59.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
59.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
59.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
58.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
58.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
58.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
58.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
58.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
58.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
58.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
58.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
57.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
57.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
57.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
57.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
57.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
57.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
57.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
57.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
57.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
57.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
57.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
57.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
57.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
57.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
57.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
57.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
56.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
56.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
56.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
56.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
56.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
56.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
56.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
56.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
56.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
56.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
56.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
56.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
56.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
55.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
55.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
55.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
55.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
55.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
55.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
55.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
55.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
54.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
54.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
54.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
54.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
54.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
54.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
54.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
54.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
54.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
54.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
54.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
54.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
54.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
54.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
54.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
53.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
53.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
53.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
53.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
53.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
53.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
53.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
53.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
53.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
53.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
53.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
53.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
53.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
53.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
53.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
53.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
53.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
53.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
53.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
53.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
53.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
53.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
52.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
52.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
52.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
52.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
52.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
52.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
52.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
52.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
51.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
51.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
51.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
51.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
51.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
51.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
50.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
50.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
50.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
50.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
50.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
50.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
50.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
50.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
50.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
50.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
49.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
49.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
49.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
49.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
49.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
49.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
49.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
49.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
48.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
48.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
48.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
48.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
48.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
48.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
48.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
48.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
48.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
48.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
48.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
47.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
47.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
47.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
47.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
47.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
47.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
47.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
47.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
47.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
47.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
47.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
47.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
47.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
47.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
46.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
46.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
46.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
46.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
46.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
46.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
46.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
46.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
46.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
46.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
46.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
45.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
45.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
45.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
45.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
45.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
45.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
44.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
44.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
44.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
44.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
44.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
44.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
44.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
43.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
43.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
43.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
43.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
43.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
43.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
42.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
42.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
42.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
42.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
42.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
42.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
42.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
42.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
42.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
42.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
41.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
41.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
41.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
41.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
41.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
41.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
41.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
41.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
40.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
40.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
40.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
40.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
40.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
39.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
39.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
39.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
39.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
39.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
39.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
39.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
39.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
38.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
38.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
38.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
38.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
37.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
37.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
37.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
37.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
37.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
37.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
37.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
36.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
36.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
36.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
36.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
36.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
35.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
35.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
34.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
34.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
34.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
33.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
33.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
32.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
30.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
30.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
28.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
28.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
27.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
27.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
18.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
MRPS15 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
58.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
98.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
93.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
89.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
87.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
87.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
86.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
85.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
85.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
82.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
78.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
75.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
73.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
72.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
72.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
71.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
70.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
69.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
68.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
68.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
68.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
68.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
67.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
67.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
67.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
67.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
66.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
65.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
65.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
63.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
63.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
62.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
62.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
61.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
61.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
61.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
61.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
60.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
59.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
59.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
59.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
59.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
58.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
58.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
57.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
57.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
57.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
57.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
56.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
56.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
56.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
56.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
56.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
56.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
55.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
55.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
54.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
53.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
53.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
53.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
53.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
53.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
53.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
52.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
52.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
52.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
52.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
52.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
51.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
51.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
51.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
51.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
51.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
50.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
50.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
50.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
49.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
49.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
48.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
48.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
48.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
48.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
47.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
46.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
46.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
45.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
45.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
45.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
45.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
44.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
44.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
44.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
43.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
42.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
42.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
40.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
39.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
39.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
33.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
27.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
MRPS15 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
73.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
170.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
156.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
140.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
137.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
129.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
129.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
128.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
126.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
126.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
124.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
119.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
118.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
117.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
116.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
113.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
112.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
112.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
111.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
110.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
109.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
109.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
108.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
107.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
107.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
105.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
104.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
103.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
102.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
102.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
101.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
100.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
100.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
100.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
98.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
98.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
98.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
97.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
97.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
96.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
95.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
95.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
95.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
95.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
95.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
94.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
94.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
93.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
93.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
93.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
93.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
93.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
93.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
93.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
92.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
91.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
91.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
91.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
90.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
90.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
90.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
90.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
90.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
89.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
89.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
89.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
88.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
88.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
87.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
87.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
87.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
87.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
86.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
86.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
86.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
85.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
85.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
85.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
85.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
85.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
85.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
85.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
85.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
85.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
84.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
83.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
83.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
83.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
83.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
82.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
82.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
81.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
81.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
81.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
81.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
81.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
81.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
80.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
80.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
80.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
80.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
80.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
79.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
79.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
79.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
79.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
79.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
78.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
78.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
78.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
78.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
78.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
77.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
77.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
77.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
76.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
76.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
76.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
76.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
75.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
75.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
75.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
75.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
75.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
74.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
74.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
74.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
74.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
74.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
74.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
74.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
74.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
74.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
74.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
73.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
73.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
73.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
73.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
72.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
72.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
72.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
71.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
71.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
71.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
71.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
71.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
71.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
71.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
70.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
70.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
70.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
70.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
70.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
70.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
69.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
69.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
69.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
69.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
69.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
68.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
68.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
68.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
68.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
68.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
68.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
68.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
67.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
67.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
67.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
67.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
67.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
67.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
67.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
66.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
66.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
66.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
66.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
65.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
65.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
65.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
65.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
64.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
64.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
64.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
64.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
63.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
63.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
63.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
62.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
62.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
62.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
62.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
62.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
62.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
62.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
62.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
62.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
62.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
61.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
61.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
61.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
61.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
60.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
60.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
60.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
60.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
59.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
59.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
59.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
59.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
59.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
59.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
58.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
58.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
58.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
58.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
58.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
58.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
57.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
57.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
57.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
57.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
57.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
56.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
56.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
55.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
55.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
55.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
54.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
54.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
53.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
53.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
53.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
53.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
52.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
52.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
51.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
50.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
50.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
49.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
49.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
49.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
49.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
49.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
47.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
47.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
47.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
47.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
47.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
47.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
46.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
46.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
46.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
45.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
45.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
45.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
44.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
44.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
44.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
41.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
40.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
39.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
39.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
37.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
37.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
36.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
36.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
36.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
36.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
32.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
32.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
31.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
30.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
29.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
29.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
28.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
28.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
25.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
17.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
6.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
1.5
CPT0077500001
Normal
0.8
CPT0092800003
Normal
0.8
CPT0092740003
Normal
0.7
CPT0065450001
Normal
0.7
CPT0025060001
Normal
0.7
CPT0078840001
Normal
0.7
CPT0089480003
Normal
0.7
CPT0026420001
Normal
0.7
CPT0023360001
Normal
0.7
CPT0087050003
Normal
0.7
CPT0006730001
Normal
0.6
CPT0088920001
Normal
0.6
CPT0092310003
Normal
0.6
CPT0023710001
Normal
0.6
CPT0020130001
Normal
0.6
CPT0078530001
Normal
0.6
CPT0069010001
Normal
0.6
CPT0012770003
Normal
0.6
CPT0012090003
Normal
0.5
CPT0001350001
Normal
0.5
CPT0013790003
Normal
0.5
CPT0000790001
Normal
0.5
CPT0086970003
Normal
0.5
CPT0079430001
Normal
0.5
CPT0006950001
Normal
0.5
CPT0086890003
Normal
0.5
CPT0012570003
Normal
0.5
CPT0014130001
Normal
0.5
CPT0007470001
Normal
0.5
CPT0088640003
Normal
0.5
CPT0088570001
Normal
0.5
CPT0012290003
Normal
0.4
CPT0018250001
Normal
0.4
CPT0089040001
Normal
0.4
CPT0081620001
Normal
0.4
CPT0088710001
Normal
0.4
CPT0088500001
Normal
0.4
CPT0075570001
Normal
0.4
CPT0076350001
Normal
0.4
CPT0012920003
Normal
0.4
CPT0019160001
Normal
0.4
CPT0078940001
Normal
0.4
CPT0086830003
Normal
0.3
CPT0000890001
Normal
0.3
CPT0001500009
Tumor
0.3
CPT0025920001
Normal
0.3
CPT0078660003
Tumor
0.3
CPT0025610001
Normal
0.3
CPT0088780001
Normal
0.3
CPT0010170001
Normal
0.3
CPT0014350001
Normal
0.3
CPT0077140001
Normal
0.3
CPT0066430001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0078800003
Tumor
0.3
CPT0082010001
Normal
0.3
CPT0064400001
Normal
0.3
CPT0069190001
Normal
0.3
CPT0011410003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0007870001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0088970003
Tumor
0.2
CPT0020020001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0078670001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0079000001
Normal
0.2
CPT0017850003
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0015730003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0002370001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0001270001
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0012180003
Tumor
0.0
CPT0014450004
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0063330001
Normal
0.0
CPT0065430003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0026410003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0001540009
Tumor
-0.1
CPT0079410003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0024670003
Tumor
-0.2
CPT0012900004
Tumor
-0.2
CPT0084590001
Normal
-0.2
CPT0089460004
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0000660001
Normal
-0.2
CPT0063630003
Tumor
-0.2
CPT0012280003
Tumor
-0.3
CPT0009060003
Tumor
-0.3
CPT0092190003
Normal
-0.3
CPT0079480003
Tumor
-0.3
CPT0063320003
Tumor
-0.3
CPT0012670003
Tumor
-0.3
CPT0086950003
Tumor
-0.3
CPT0020120003
Tumor
-0.3
CPT0000640003
Tumor
-0.3
CPT0006900003
Tumor
-0.3
CPT0078830003
Tumor
-0.3
CPT0066470004
Tumor
-0.3
CPT0023350003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0088550004
Tumor
-0.4
CPT0087040003
Tumor
-0.4
CPT0075130003
Tumor
-0.4
CPT0001260009
Tumor
-0.4
CPT0069160003
Tumor
-0.4
CPT0078930003
Tumor
-0.4
CPT0089020003
Tumor
-0.4
CPT0078510003
Tumor
-0.4
CPT0064370003
Tumor
-0.4
CPT0065810003
Tumor
-0.4
CPT0021240003
Tumor
-0.4
CPT0088480003
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0012550003
Tumor
-0.4
CPT0081600003
Tumor
-0.4
CPT0079270003
Tumor
-0.4
CPT0086820003
Tumor
-0.5
CPT0077110003
Tumor
-0.5
CPT0010110003
Tumor
-0.5
CPT0015810003
Tumor
-0.5
CPT0077310003
Tumor
-0.5
CPT0077490003
Tumor
-0.5
CPT0092290003
Tumor
-0.5
CPT0085670003
Tumor
-0.5
CPT0007860003
Tumor
-0.5
CPT0069000003
Tumor
-0.5
CPT0025230003
Tumor
-0.5
CPT0076330003
Tumor
-0.5
CPT0025580004
Tumor
-0.5
CPT0023690003
Tumor
-0.5
CPT0012080003
Tumor
-0.5
CPT0001180009
Tumor
-0.6
CPT0000780007
Tumor
-0.6
CPT0092160003
Tumor
-0.6
CPT0088760003
Tumor
-0.6
CPT0088630003
Tumor
-0.6
CPT0001220008
Tumor
-0.6
CPT0012370003
Tumor
-0.6
CPT0065750003
Tumor
-0.6
CPT0079230003
Tumor
-0.6
CPT0071150004
Tumor
-0.7
CPT0075720003
Tumor
-0.7
CPT0001340003
Tumor
-0.7
CPT0065870003
Tumor
-0.7
CPT0079380003
Tumor
-0.7
CPT0019130003
Tumor
-0.7
CPT0084560003
Tumor
-0.7
CPT0075560003
Tumor
-0.7
CPT0066480003
Tumor
-0.8
CPT0015910003
Tumor
-0.8
CPT0014160003
Tumor
-0.8
CPT0006630003
Tumor
-0.8
CPT0025110003
Tumor
-0.8
CPT0081990003
Tumor
-0.8
CPT0006440003
Tumor
-0.8
CPT0086030003
Tumor
-0.8
CPT0009000003
Tumor
-0.8
CPT0000870016
Tumor
-0.9
CPT0065930003
Tumor
-0.9
CPT0011240003
Tumor
-0.9
CPT0092730003
Tumor
-0.9
CPT0014370004
Tumor
-0.9
CPT0010160003
Tumor
-0.9
CPT0017410003
Tumor
-0.9
CPT0078990003
Tumor
-0.9
CPT0025350003
Tumor
-1.0
CPT0081880003
Tumor
-1.1
CPT0025290003
Tumor
-1.1
CPT0065690003
Tumor
-1.1
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
