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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.
PSENEN 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
79.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
149.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
133.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
129.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
122.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
117.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
115.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
111.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
110.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
106.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
101.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
101.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
100.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
99.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
96.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
95.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
93.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
93.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
91.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
91.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
91.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
89.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
89.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
88.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
87.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
87.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
86.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
86.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
86.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
85.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
81.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
79.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
78.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
77.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
77.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
74.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
74.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
72.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
70.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
68.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
67.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
67.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
66.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
65.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
64.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
64.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
64.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
64.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
63.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
63.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
63.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
62.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
61.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
57.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
56.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
53.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
53.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
52.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
51.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
50.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
43.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
39.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
38.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
37.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 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.
PSENEN is validated prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
91.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
302.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
255.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
251.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
248.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
230.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
214.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
207.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
205.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
200.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
199.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
196.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
187.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
186.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
181.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
172.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
171.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
171.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
171.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
170.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
167.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
166.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
166.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
165.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
164.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
163.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
162.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
161.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
161.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
161.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
160.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
159.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
159.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
156.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
156.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
155.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
154.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
153.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
152.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
152.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
150.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
149.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
148.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
147.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
146.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
146.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
145.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
143.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
143.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
142.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
142.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
141.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
141.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
141.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
141.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
140.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
140.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
140.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
139.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
139.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
138.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
138.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
137.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
137.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
136.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
135.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
135.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
134.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
133.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
133.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
133.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
132.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
131.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
129.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
128.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
128.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
127.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
127.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
126.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
126.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
126.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
125.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
124.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
124.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
123.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
123.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
123.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
122.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
122.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
121.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
121.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
121.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
121.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
121.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
120.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
120.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
119.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
118.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
117.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
116.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
116.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
116.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
116.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
116.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
115.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
115.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
115.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
114.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
114.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
114.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
113.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
113.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
112.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
112.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
112.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
112.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
112.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
111.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
111.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
111.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
110.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
110.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
109.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
109.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
109.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
109.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
108.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
108.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
108.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
108.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
108.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
108.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
107.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
106.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
106.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
106.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
106.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
106.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
106.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
106.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
104.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
104.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
104.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
103.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
103.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
103.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
102.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
102.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
102.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
101.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
101.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
101.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
101.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
101.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
101.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
100.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
100.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
100.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
100.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
100.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
100.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
100.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
100.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
99.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
99.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
99.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
99.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
99.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
98.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
98.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
98.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
98.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
98.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
98.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
98.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
98.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
97.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
97.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
97.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
97.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
97.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
97.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
96.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
96.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
96.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
96.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
96.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
96.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
96.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
96.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
96.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
96.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
95.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
95.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
95.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
95.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
95.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
94.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
94.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
93.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
93.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
93.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
93.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
92.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
92.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
92.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
92.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
92.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
91.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
91.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
91.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
91.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
91.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
90.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
90.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
90.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
89.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
89.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
89.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
89.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
89.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
89.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
88.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
88.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
88.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
88.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
88.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
88.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
88.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
88.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
88.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
88.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
88.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
88.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
87.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
87.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
87.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
87.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
86.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
86.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
86.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
86.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
86.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
86.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
86.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
86.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
86.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
85.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
85.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
85.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
85.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
85.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
85.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
85.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
84.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
84.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
84.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
84.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
84.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
84.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
84.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
84.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
84.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
84.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
83.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
83.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
83.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
83.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
83.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
83.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
83.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
83.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
82.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
82.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
82.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
82.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
82.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
82.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
81.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
81.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
81.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
81.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
80.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
80.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
80.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
80.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
80.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
80.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
80.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
79.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
79.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
79.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
79.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
79.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
79.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
78.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
78.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
78.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
78.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
78.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
78.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
78.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
77.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
77.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
77.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
77.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
77.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
77.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
76.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
76.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
76.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
76.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
76.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
75.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
75.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
75.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
75.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
75.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
75.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
75.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
74.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
74.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
74.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
74.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
74.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
74.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
74.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
73.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
73.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
73.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
73.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
73.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
73.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
73.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
73.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
73.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
73.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
73.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
73.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
73.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
72.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
72.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
72.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
72.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
72.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
72.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
72.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
71.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
71.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
71.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
71.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
70.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
70.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
70.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
70.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
70.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
70.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
70.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
70.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
70.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
70.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
70.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
69.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
69.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
69.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
69.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
69.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
68.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
68.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
68.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
67.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
67.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
67.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
67.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
67.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
66.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
66.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
66.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
66.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
66.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
66.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
66.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
66.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
66.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
66.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
66.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
66.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
66.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
65.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
65.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
65.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
65.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
65.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
64.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
64.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
64.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
64.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
63.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
63.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
63.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
63.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
63.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
63.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
63.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
62.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
62.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
62.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
62.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
62.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
62.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
62.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
62.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
62.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
62.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
61.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
61.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
61.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
61.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
61.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
61.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
61.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
60.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
60.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
60.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
60.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
60.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
60.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
60.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
60.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
60.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
60.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
60.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
60.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
59.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
59.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
59.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
59.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
59.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
59.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
59.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
58.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
58.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
58.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
58.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
58.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
58.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
58.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
57.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
57.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
57.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
57.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
57.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
57.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
57.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
56.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
56.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
56.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
56.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
56.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
55.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
55.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
55.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
55.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
55.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
55.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
55.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
55.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
55.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
54.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
54.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
54.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
54.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
54.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
54.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
53.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
53.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
53.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
53.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
53.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
53.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
53.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
52.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
52.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
52.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
52.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
52.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
52.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
51.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
51.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
50.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
50.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
50.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
49.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
49.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
49.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
49.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
48.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
48.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
48.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
47.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
47.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
47.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
47.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
46.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
46.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
46.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
46.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
46.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
45.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
44.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
44.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
44.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
43.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
42.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
42.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
41.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
39.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
39.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
38.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
35.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
31.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 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.
PSENEN is validated prognostic, high expression is unfavorable 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
78.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
377.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
136.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
131.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
124.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
121.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
112.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
109.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
104.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
104.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
104.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
100.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
100.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
100.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
99.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
98.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
98.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
97.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
97.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
96.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
96.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
96.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
92.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
88.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
87.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
86.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
86.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
86.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
86.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
85.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
84.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
84.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
84.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
83.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
82.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
81.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
81.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
81.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
81.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
80.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
78.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
78.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
78.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
77.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
76.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
76.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
76.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
76.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
71.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
71.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
70.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
70.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
69.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
68.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
68.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
68.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
68.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
67.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
67.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
67.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
66.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
66.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
65.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
65.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
65.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
65.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
64.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
63.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
63.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
62.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
62.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
61.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
60.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
60.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
60.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
60.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
59.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
59.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
59.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
58.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
58.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
58.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
58.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
57.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
57.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
57.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
56.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
56.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
56.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
55.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
54.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
54.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
54.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
52.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
49.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
48.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
48.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
45.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
43.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
43.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 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.
PSENEN 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
134.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
334.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
315.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
290.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
280.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
263.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
259.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
252.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
243.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
236.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
232.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
230.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
224.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
222.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
221.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
219.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
217.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
213.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
211.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
210.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
210.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
209.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
208.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
206.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
206.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
205.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
203.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
200.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
199.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
195.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
194.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
193.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
192.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
192.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
190.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
190.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
190.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
186.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
183.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
181.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
181.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
179.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
178.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
177.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
177.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
176.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
175.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
175.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
174.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
174.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
173.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
171.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
170.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
169.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
168.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
167.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
166.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
166.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
165.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
165.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
163.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
162.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
161.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
159.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
159.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
158.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
158.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
157.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
157.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
156.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
156.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
155.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
155.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
154.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
154.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
153.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
153.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
153.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
152.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
152.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
152.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
152.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
152.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
151.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
151.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
150.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
150.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
149.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
148.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
147.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
146.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
146.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
145.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
145.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
145.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
144.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
144.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
144.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
144.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
143.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
143.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
143.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
143.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
142.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
142.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
142.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
142.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
142.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
141.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
141.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
140.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
140.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
140.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
139.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
139.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
138.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
138.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
138.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
137.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
137.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
137.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
136.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
136.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
136.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
135.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
135.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
134.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
134.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
134.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
133.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
133.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
133.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
133.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
133.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
133.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
132.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
132.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
132.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
132.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
131.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
131.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
131.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
130.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
129.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
129.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
129.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
127.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
127.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
126.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
125.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
125.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
125.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
125.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
125.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
124.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
124.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
123.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
122.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
122.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
121.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
121.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
120.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
120.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
119.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
119.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
118.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
118.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
118.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
117.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
116.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
116.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
116.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
115.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
114.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
114.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
114.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
114.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
113.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
112.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
112.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
112.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
112.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
112.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
111.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
111.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
111.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
110.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
110.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
110.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
110.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
110.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
110.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
108.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
108.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
108.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
108.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
108.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
107.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
107.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
107.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
107.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
106.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
106.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
106.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
105.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
105.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
105.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
105.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
105.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
105.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
105.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
104.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
104.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
104.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
104.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
104.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
103.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
102.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
102.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
102.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
101.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
101.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
100.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
100.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
100.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
100.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
99.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
99.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
98.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
97.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
97.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
96.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
96.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
95.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
95.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
95.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
94.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
93.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
93.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
92.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
91.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
89.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
89.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
88.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
87.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
84.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
84.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
83.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
83.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
82.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
82.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
81.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
81.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
79.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
79.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
79.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
78.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
78.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
78.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
78.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
74.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
73.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
73.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
72.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
70.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
69.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
69.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
68.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
65.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
64.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
64.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
62.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
61.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
60.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
59.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
59.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
57.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
50.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
48.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
46.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
45.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
43.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
4.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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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
