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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PSMA2 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
60.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
126.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
121.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
114.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
107.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
105.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
103.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
102.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
89.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
88.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
88.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
87.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
86.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
84.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
84.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
82.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
82.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
80.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
78.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
73.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
71.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
71.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
69.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
69.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
69.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
67.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
65.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
65.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
65.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
63.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
62.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
62.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
60.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
60.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
59.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
58.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
58.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
57.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
57.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
56.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
54.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
49.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
49.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
48.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
47.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
46.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
46.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
44.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
44.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
44.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
40.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
35.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
34.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
31.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
26.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
25.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
24.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
23.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
21.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
21.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
20.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
17.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
17.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
15.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 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.
PSMA2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
106.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
414.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
394.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
283.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
262.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
239.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
230.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
223.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
196.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
196.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
195.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
193.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
191.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
181.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
181.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
175.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
174.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
172.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
171.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
168.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
167.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
167.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
166.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
165.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
164.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
164.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
163.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
162.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
162.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
162.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
161.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
160.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
159.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
158.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
158.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
155.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
153.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
153.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
152.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
152.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
152.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
150.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
149.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
148.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
147.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
147.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
147.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
146.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
146.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
145.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
145.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
144.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
144.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
144.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
143.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
143.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
143.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
142.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
141.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
141.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
141.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
141.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
140.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
140.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
140.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
140.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
139.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
138.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
138.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
138.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
138.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
137.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
137.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
137.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
137.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
136.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
136.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
136.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
135.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
135.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
135.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
134.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
134.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
133.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
133.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
133.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
133.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
132.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
132.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
132.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
132.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
131.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
131.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
131.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
131.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
130.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
130.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
130.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
129.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
129.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
129.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
129.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
129.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
129.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
128.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
127.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
127.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
127.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
127.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
127.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
127.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
126.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
126.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
126.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
126.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
126.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
126.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
125.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
125.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
124.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
123.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
123.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
123.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
123.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
123.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
123.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
122.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
122.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
122.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
122.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
122.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
122.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
121.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
121.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
121.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
120.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
120.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
120.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
120.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
119.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
119.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
119.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
119.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
119.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
118.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
118.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
118.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
118.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
118.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
118.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
118.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
117.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
117.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
117.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
117.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
117.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
117.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
117.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
117.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
117.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
116.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
116.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
116.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
115.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
115.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
115.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
115.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
115.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
115.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
115.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
115.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
115.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
115.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
115.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
115.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
114.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
114.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
114.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
114.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
114.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
114.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
113.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
113.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
113.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
113.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
113.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
112.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
112.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
112.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
112.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
112.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
112.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
112.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
112.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
112.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
112.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
112.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
111.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
111.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
111.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
111.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
110.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
110.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
110.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
110.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
110.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
110.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
110.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
110.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
109.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
109.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
109.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
109.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
109.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
108.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
108.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
108.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
108.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
108.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
108.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
107.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
107.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
107.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
107.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
107.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
107.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
106.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
106.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
106.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
106.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
106.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
106.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
106.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
106.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
106.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
106.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
106.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
105.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
105.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
105.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
105.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
105.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
105.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
105.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
104.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
104.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
104.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
104.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
104.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
104.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
104.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
103.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
103.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
103.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
103.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
103.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
103.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
103.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
103.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
103.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
103.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
102.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
102.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
102.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
102.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
102.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
101.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
101.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
101.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
101.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
101.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
101.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
101.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
101.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
101.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
101.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
100.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
100.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
100.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
100.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
100.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
99.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
99.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
99.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
99.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
99.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
99.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
98.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
98.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
98.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
98.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
98.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
98.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
98.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
98.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
98.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
98.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
98.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
97.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
97.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
97.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
97.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
97.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
96.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
96.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
96.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
96.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
96.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
96.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
96.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
96.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
95.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
95.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
95.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
95.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
95.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
95.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
95.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
95.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
95.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
95.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
94.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
94.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
94.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
94.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
94.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
94.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
94.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
93.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
93.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
93.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
93.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
93.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
93.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
93.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
93.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
93.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
93.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
93.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
93.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
93.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
93.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
93.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
93.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
93.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
93.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
92.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
92.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
92.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
92.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
92.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
91.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
91.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
91.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
91.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
91.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
91.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
91.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
91.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
90.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
90.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
90.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
90.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
90.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
90.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
90.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
90.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
89.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
89.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
89.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
89.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
89.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
89.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
89.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
89.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
89.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
88.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
88.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
88.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
88.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
87.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
87.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
87.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
87.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
86.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
86.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
86.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
86.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
86.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
85.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
85.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
85.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
85.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
85.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
85.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
85.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
85.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
85.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
85.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
84.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
84.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
84.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
83.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
83.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
83.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
83.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
82.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
82.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
82.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
82.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
81.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
81.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
81.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
81.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
81.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
81.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
81.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
81.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
80.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
80.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
80.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
80.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
80.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
80.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
80.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
79.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
79.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
79.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
79.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
79.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
79.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
79.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
79.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
78.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
78.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
77.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
77.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
76.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
76.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
76.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
76.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
76.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
76.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
76.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
76.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
75.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
75.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
75.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
74.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
74.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
74.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
74.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
74.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
74.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
72.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
72.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
71.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
71.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
71.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
70.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
70.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
69.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
69.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
69.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
68.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
68.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
68.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
68.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
67.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
67.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
67.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
67.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
67.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
66.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
66.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
66.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
66.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
64.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
64.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
63.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
63.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
63.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
63.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
62.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
61.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
61.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
61.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
59.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
59.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
58.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
58.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
58.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
57.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
56.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
56.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
56.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
56.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
55.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
54.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
53.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
53.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
53.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
49.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
48.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
48.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
48.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
46.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
46.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
45.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
44.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
44.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
43.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
41.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
35.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
35.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
35.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
34.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
34.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
30.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
27.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
23.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
PSMA2 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
134.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
269.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
222.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
209.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
207.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
201.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
192.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
192.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
185.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
183.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
183.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
182.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
180.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
177.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
176.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
170.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
169.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
167.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
166.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
165.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
163.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
162.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
162.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
154.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
152.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
152.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
151.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
148.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
147.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
145.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
143.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
143.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
142.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
141.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
141.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
140.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
139.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
139.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
138.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
135.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
135.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
134.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
134.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
133.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
133.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
133.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
133.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
131.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
131.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
131.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
128.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
128.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
127.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
126.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
126.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
126.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
126.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
126.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
125.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
121.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
119.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
119.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
118.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
118.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
118.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
117.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
117.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
116.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
115.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
115.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
114.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
114.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
113.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
113.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
112.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
112.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
112.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
111.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
111.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
108.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
108.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
108.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
108.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
103.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
102.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
102.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
102.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
101.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
100.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
99.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
98.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
97.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
92.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
92.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
87.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
83.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
81.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
80.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
77.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
66.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
PSMA2 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
90.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
516.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
299.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
246.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
229.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
196.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
185.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
185.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
176.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
175.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
169.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
168.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
165.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
160.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
159.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
156.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
156.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
154.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
153.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
152.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
151.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
150.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
150.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
149.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
149.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
148.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
148.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
148.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
146.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
145.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
145.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
143.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
143.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
141.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
139.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
138.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
138.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
137.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
137.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
133.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
133.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
133.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
133.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
132.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
131.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
131.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
131.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
130.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
130.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
129.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
129.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
128.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
128.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
127.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
126.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
125.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
125.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
125.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
125.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
125.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
124.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
124.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
124.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
124.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
122.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
122.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
122.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
120.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
120.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
120.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
119.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
119.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
118.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
117.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
117.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
117.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
116.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
116.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
115.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
114.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
113.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
113.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
113.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
112.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
112.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
111.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
110.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
108.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
108.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
108.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
108.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
107.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
107.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
107.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
107.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
107.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
106.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
105.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
105.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
105.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
105.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
104.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
104.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
103.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
103.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
103.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
102.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
102.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
102.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
101.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
100.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
99.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
99.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
99.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
99.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
98.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
98.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
97.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
97.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
97.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
96.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
96.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
96.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
96.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
96.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
96.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
95.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
95.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
94.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
94.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
94.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
93.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
92.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
92.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
92.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
92.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
91.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
91.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
91.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
91.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
91.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
91.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
90.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
89.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
87.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
87.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
87.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
87.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
86.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
85.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
85.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
85.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
84.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
83.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
83.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
83.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
82.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
82.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
81.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
81.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
81.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
81.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
81.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
81.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
81.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
80.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
80.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
80.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
79.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
79.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
79.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
78.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
78.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
78.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
77.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
77.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
77.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
76.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
75.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
75.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
75.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
75.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
75.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
75.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
75.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
74.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
74.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
74.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
74.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
73.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
73.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
73.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
71.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
71.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
70.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
68.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
66.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
64.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
63.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
63.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
62.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
62.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
61.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
61.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
61.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
59.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
58.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
58.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
57.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
56.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
55.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
54.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
54.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
53.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
53.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
53.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
53.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
52.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
52.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
52.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
52.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
52.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
52.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
51.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
51.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
51.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
49.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
49.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
48.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
48.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
48.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
48.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
44.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
43.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
42.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
42.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
42.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
42.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
41.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
41.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
41.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
40.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
39.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
39.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
37.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
37.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
37.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
36.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
36.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
35.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
34.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
32.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
32.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
32.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
32.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
31.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
31.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
31.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
30.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
30.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
29.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
29.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
26.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
25.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
24.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
24.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
23.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
23.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
22.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
19.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
19.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
18.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
17.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
13.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
12.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
11.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
11.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
9.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
8.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
4.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
4.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0069000003
Tumor
0.7
CPT0086030003
Tumor
0.6
CPT0021240003
Tumor
0.6
CPT0025110003
Tumor
0.6
CPT0078990003
Tumor
0.5
CPT0078510003
Tumor
0.5
CPT0002350011
Tumor
0.5
CPT0064370003
Tumor
0.5
CPT0078930003
Tumor
0.4
CPT0081880003
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0012550003
Tumor
0.4
CPT0079180003
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0065930003
Tumor
0.4
CPT0023690003
Tumor
0.4
CPT0000640003
Tumor
0.4
CPT0088970003
Tumor
0.4
CPT0079380003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0077310003
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0012900004
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0025580004
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0065690003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0012180003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0088760003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0023350003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0001340003
Tumor
0.1
CPT0024680001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0076350001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0088550004
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0014450004
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0017450001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0077140001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0089480003
Normal
-0.1
CPT0063630003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0092740003
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0075720003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0088690003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0017850003
Tumor
-0.1
CPT0086890003
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0081600003
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0071150004
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0089040001
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0065870003
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0077320001
Normal
-0.1
CPT0012370003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0012670003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0012640003
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0092310003
Normal
-0.2
CPT0088630003
Tumor
-0.2
CPT0012290003
Normal
-0.2
CPT0084590001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0092190003
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0020130001
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0088570001
Normal
-0.2
CPT0001220008
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0078800003
Tumor
-0.2
CPT0065820001
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0079300001
Normal
-0.2
CPT0001270001
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0088500001
Normal
-0.3
CPT0088480003
Tumor
-0.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
