We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PSMA3 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
62.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
130.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
106.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
102.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
97.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
97.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
96.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
96.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
95.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
90.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
89.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
88.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
88.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
88.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
86.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
85.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
85.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
82.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
82.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
79.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
79.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
77.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
77.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
76.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
76.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
76.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
71.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
70.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
69.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
68.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
65.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
65.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
62.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
62.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
61.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
60.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
60.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
60.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
57.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
56.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
54.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
53.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
53.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
53.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
52.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
50.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
49.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
47.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
44.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
43.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
43.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
41.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
38.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
35.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
35.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
34.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
34.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
31.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
28.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
22.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
17.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
5.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PSMA3 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
72.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
239.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
225.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
184.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
164.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
141.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
133.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
125.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
124.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
123.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
121.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
119.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
117.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
116.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
114.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
113.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
113.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
113.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
112.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
111.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
110.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
110.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
110.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
110.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
109.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
108.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
108.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
106.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
105.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
105.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
105.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
105.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
105.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
105.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
104.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
104.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
103.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
103.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
103.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
102.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
102.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
101.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
101.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
101.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
101.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
101.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
101.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
101.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
100.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
100.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
100.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
98.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
98.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
98.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
98.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
98.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
97.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
97.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
97.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
97.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
96.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
96.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
96.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
96.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
96.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
96.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
96.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
95.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
95.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
95.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
95.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
95.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
94.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
94.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
93.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
93.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
93.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
93.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
93.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
92.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
92.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
92.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
92.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
92.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
92.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
91.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
91.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
91.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
91.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
91.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
91.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
91.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
91.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
90.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
90.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
89.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
89.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
89.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
89.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
89.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
88.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
88.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
88.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
88.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
88.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
88.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
88.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
87.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
86.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
86.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
86.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
86.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
86.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
86.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
86.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
86.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
86.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
86.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
86.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
86.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
85.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
85.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
85.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
85.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
85.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
84.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
84.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
84.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
84.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
84.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
84.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
84.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
84.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
83.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
83.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
83.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
83.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
82.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
82.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
82.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
82.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
82.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
82.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
82.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
82.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
81.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
81.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
81.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
81.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
81.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
81.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
81.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
80.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
80.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
80.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
80.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
80.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
80.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
80.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
80.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
79.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
79.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
79.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
79.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
79.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
79.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
79.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
79.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
79.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
79.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
79.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
78.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
78.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
78.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
78.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
78.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
78.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
78.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
78.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
78.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
78.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
78.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
78.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
78.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
78.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
78.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
77.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
77.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
77.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
77.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
77.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
77.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
77.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
77.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
77.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
76.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
76.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
76.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
76.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
76.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
76.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
76.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
76.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
76.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
76.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
76.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
75.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
75.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
75.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
75.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
75.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
75.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
75.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
74.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
74.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
74.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
74.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
74.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
74.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
74.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
74.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
74.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
74.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
74.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
74.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
73.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
73.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
73.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
73.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
73.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
73.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
73.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
73.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
73.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
73.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
73.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
72.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
72.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
72.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
72.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
72.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
72.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
72.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
72.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
72.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
71.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
71.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
71.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
71.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
71.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
71.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
71.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
71.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
71.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
71.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
71.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
70.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
70.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
70.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
69.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
69.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
69.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
69.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
69.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
69.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
69.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
69.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
68.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
68.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
68.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
68.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
67.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
67.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
67.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
67.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
67.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
67.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
67.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
67.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
67.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
67.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
67.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
66.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
66.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
66.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
66.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
66.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
66.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
66.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
66.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
66.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
66.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
66.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
66.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
66.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
66.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
66.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
66.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
65.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
65.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
65.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
65.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
65.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
65.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
65.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
65.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
65.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
65.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
65.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
65.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
65.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
65.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
64.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
64.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
64.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
64.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
64.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
64.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
64.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
64.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
64.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
64.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
63.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
63.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
63.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
63.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
63.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
63.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
63.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
63.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
63.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
62.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
62.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
62.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
62.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
62.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
62.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
62.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
62.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
62.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
62.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
62.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
62.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
62.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
61.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
61.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
61.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
61.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
61.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
61.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
61.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
61.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
61.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
60.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
60.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
60.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
60.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
60.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
60.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
60.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
60.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
60.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
60.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
60.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
60.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
59.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
59.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
59.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
59.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
59.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
59.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
59.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
59.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
59.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
59.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
59.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
59.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
59.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
59.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
58.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
58.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
58.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
58.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
58.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
57.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
57.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
57.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
57.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
57.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
57.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
57.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
57.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
57.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
57.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
57.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
57.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
57.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
56.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
56.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
56.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
56.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
56.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
56.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
56.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
56.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
56.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
56.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
56.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
56.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
55.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
55.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
55.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
55.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
55.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
55.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
55.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
54.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
54.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
54.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
54.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
54.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
54.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
54.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
54.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
54.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
54.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
54.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
53.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
53.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
53.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
53.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
53.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
53.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
53.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
53.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
53.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
53.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
52.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
52.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
52.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
52.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
52.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
52.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
52.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
52.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
52.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
52.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
52.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
52.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
51.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
51.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
51.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
51.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
50.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
49.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
49.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
49.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
49.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
49.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
49.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
49.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
48.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
48.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
48.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
47.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
47.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
47.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
47.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
47.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
47.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
47.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
46.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
46.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
46.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
46.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
46.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
46.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
45.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
45.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
45.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
45.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
45.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
45.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
44.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
44.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
44.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
44.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
44.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
43.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
43.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
43.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
43.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
42.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
42.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
41.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
41.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
41.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
41.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
41.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
41.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
41.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
40.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
40.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
39.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
38.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
37.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
35.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
35.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
35.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
35.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
35.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
34.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
33.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
33.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
32.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
31.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
30.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
30.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
29.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
29.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
27.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
PSMA3 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
80.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
147.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
139.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
138.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
133.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
123.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
120.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
118.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
116.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
116.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
115.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
113.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
112.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
112.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
111.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
109.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
107.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
106.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
106.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
104.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
104.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
103.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
101.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
100.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
99.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
97.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
93.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
92.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
91.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
91.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
91.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
90.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
89.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
89.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
89.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
88.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
87.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
86.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
86.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
85.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
84.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
84.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
83.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
82.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
82.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
82.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
82.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
81.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
81.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
81.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
79.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
77.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
76.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
74.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
74.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
73.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
73.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
73.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
72.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
72.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
72.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
69.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
69.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
68.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
68.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
68.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
67.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
67.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
66.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
66.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
64.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
63.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
63.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
62.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
62.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
62.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
62.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
61.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
60.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
58.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
57.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
57.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
56.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
56.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
56.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
55.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
55.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
52.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
51.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
51.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
50.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
50.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
49.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
49.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
47.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
45.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
42.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
36.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
35.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
33.2
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.
PSMA3 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
59.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
170.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
136.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
134.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
126.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
122.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
116.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
116.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
115.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
113.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
113.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
109.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
108.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
103.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
102.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
100.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
100.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
98.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
98.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
97.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
96.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
92.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
92.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
91.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
91.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
91.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
90.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
89.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
88.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
88.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
87.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
87.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
87.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
86.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
86.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
86.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
86.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
85.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
85.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
85.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
84.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
84.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
83.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
83.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
83.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
83.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
82.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
80.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
79.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
79.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
79.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
78.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
78.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
78.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
77.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
77.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
76.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
76.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
76.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
76.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
76.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
75.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
75.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
75.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
75.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
75.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
75.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
74.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
74.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
74.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
74.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
73.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
73.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
73.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
73.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
73.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
73.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
73.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
73.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
73.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
72.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
72.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
72.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
72.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
72.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
71.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
71.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
71.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
71.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
71.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
70.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
70.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
70.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
70.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
70.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
70.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
69.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
69.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
69.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
69.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
68.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
68.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
68.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
68.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
68.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
68.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
67.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
67.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
66.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
66.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
66.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
66.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
65.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
65.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
65.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
64.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
64.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
64.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
64.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
64.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
64.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
64.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
64.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
63.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
63.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
63.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
63.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
63.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
63.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
63.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
63.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
63.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
62.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
62.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
62.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
62.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
61.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
61.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
61.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
61.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
60.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
60.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
60.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
59.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
59.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
58.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
58.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
58.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
58.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
58.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
58.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
58.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
58.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
58.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
58.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
57.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
57.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
57.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
57.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
57.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
57.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
57.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
56.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
56.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
56.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
56.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
55.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
55.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
55.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
55.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
54.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
54.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
54.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
54.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
54.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
53.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
53.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
52.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
52.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
52.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
51.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
51.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
51.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
51.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
51.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
51.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
51.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
50.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
50.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
50.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
49.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
49.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
49.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
49.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
49.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
49.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
49.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
49.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
49.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
48.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
48.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
48.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
48.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
48.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
47.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
47.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
47.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
47.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
47.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
47.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
46.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
46.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
46.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
45.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
45.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
45.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
45.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
45.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
44.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
44.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
43.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
43.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
43.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
43.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
41.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
41.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
41.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
40.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
40.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
40.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
40.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
40.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
39.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
39.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
39.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
38.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
37.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
36.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
35.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
35.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
35.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
33.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
33.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
31.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
31.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
31.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
30.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
30.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
29.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
29.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
27.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
26.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
26.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
26.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
24.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
24.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
24.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
22.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
22.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
22.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
22.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
20.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
20.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
20.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
19.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
19.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
18.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
14.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
11.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 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
CPT0078990003
Tumor
0.7
CPT0025110003
Tumor
0.7
CPT0002350011
Tumor
0.5
CPT0025290003
Tumor
0.5
CPT0069000003
Tumor
0.5
CPT0088970003
Tumor
0.5
CPT0021240003
Tumor
0.5
CPT0078510003
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0086030003
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0006900003
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0078930003
Tumor
0.4
CPT0081880003
Tumor
0.4
CPT0025050003
Tumor
0.4
CPT0025230003
Tumor
0.4
CPT0078830003
Tumor
0.3
CPT0001340003
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0023690003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0020120003
Tumor
0.3
CPT0079180003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0024680001
Normal
0.3
CPT0077110003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0025580004
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0000640003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0065450001
Normal
0.2
CPT0084560003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0086360003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0023350003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0017450001
Normal
0.1
CPT0006730001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0092740003
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0077140001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0009000003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0069160003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0088550004
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0012900004
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0012180003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0078940001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0014130001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0010110003
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0092160003
Tumor
-0.1
CPT0081620001
Normal
-0.1
CPT0011240003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0088630003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0079410003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0012370003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0001220008
Tumor
-0.2
CPT0009060003
Tumor
-0.2
CPT0012640003
Normal
-0.2
CPT0079230003
Tumor
-0.2
CPT0000660001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0071150004
Tumor
-0.2
CPT0086830003
Normal
-0.2
CPT0014470001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0092190003
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0086820003
Tumor
-0.2
CPT0078800003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0079300001
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0077320001
Normal
-0.2
CPT0063630003
Tumor
-0.3
CPT0012670003
Tumor
-0.3
CPT0007320003
Tumor
-0.3
CPT0017850003
Tumor
-0.4
CPT0078530001
Normal
-0.5
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
