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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.
IFI27L2 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
61.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
406.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
247.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
180.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
172.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
170.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
149.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
139.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
130.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
125.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
118.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
112.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
108.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
103.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
98.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
89.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
88.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
85.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
85.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
82.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
77.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
77.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
71.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
65.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
65.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
61.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
59.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
57.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
52.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
50.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
48.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
44.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
42.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
42.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
39.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
39.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
35.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
28.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
22.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
20.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
18.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
17.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
17.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
15.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
12.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
12.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
12.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
12.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
11.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
9.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
9.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
8.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
8.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
7.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
6.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
5.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
5.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
3.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
3.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 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.
IFI27L2 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
89.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1132.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
342.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
285.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
259.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
228.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
207.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
206.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
204.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
203.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
187.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
186.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
181.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
180.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
180.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
180.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
176.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
176.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
176.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
173.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
172.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
171.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
169.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
168.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
165.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
164.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
164.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
163.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
161.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
160.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
159.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
159.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
157.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
156.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
156.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
153.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
152.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
150.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
150.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
149.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
146.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
146.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
143.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
143.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
142.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
142.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
141.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
139.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
139.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
139.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
138.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
137.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
137.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
137.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
136.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
136.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
136.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
135.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
134.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
132.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
132.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
131.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
131.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
131.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
130.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
129.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
129.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
129.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
129.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
129.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
129.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
129.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
129.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
129.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
128.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
128.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
128.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
127.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
127.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
126.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
126.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
126.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
126.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
126.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
125.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
124.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
124.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
124.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
123.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
123.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
123.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
121.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
120.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
119.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
119.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
119.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
119.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
118.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
118.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
117.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
117.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
117.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
116.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
116.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
115.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
115.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
114.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
114.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
114.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
113.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
113.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
113.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
112.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
111.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
111.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
111.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
111.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
110.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
110.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
109.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
109.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
109.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
109.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
108.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
108.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
107.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
107.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
107.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
107.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
107.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
106.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
106.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
106.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
105.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
105.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
105.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
105.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
105.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
105.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
104.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
104.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
104.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
104.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
103.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
103.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
103.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
103.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
103.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
103.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
103.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
102.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
102.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
102.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
102.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
102.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
101.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
101.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
101.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
101.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
101.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
101.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
101.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
101.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
100.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
100.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
100.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
100.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
100.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
100.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
99.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
99.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
99.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
99.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
99.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
99.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
98.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
98.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
98.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
98.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
98.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
97.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
97.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
97.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
96.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
96.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
96.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
95.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
95.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
95.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
95.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
95.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
95.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
95.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
95.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
94.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
94.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
93.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
92.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
92.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
92.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
92.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
92.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
92.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
91.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
91.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
90.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
90.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
89.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
89.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
89.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
89.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
89.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
89.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
89.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
88.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
88.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
88.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
88.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
88.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
87.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
87.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
87.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
87.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
87.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
87.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
87.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
87.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
87.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
86.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
86.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
85.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
85.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
85.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
85.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
85.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
84.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
84.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
84.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
84.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
84.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
84.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
84.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
84.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
83.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
83.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
83.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
82.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
82.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
82.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
82.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
82.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
82.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
82.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
82.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
82.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
81.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
81.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
81.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
81.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
81.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
81.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
80.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
80.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
80.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
80.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
80.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
80.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
80.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
80.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
80.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
79.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
79.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
79.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
79.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
79.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
79.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
78.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
78.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
78.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
78.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
78.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
77.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
77.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
77.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
77.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
77.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
76.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
76.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
76.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
76.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
76.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
76.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
76.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
76.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
76.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
75.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
75.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
75.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
75.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
75.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
74.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
74.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
74.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
74.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
74.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
74.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
74.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
74.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
73.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
73.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
73.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
73.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
72.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
72.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
72.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
72.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
72.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
72.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
72.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
72.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
72.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
72.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
72.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
72.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
72.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
71.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
71.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
71.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
71.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
71.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
71.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
70.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
70.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
70.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
70.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
70.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
70.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
70.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
69.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
69.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
69.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
69.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
69.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
69.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
68.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
68.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
68.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
68.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
68.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
68.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
68.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
67.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
67.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
67.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
67.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
67.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
67.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
67.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
67.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
66.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
66.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
66.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
66.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
66.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
66.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
65.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
65.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
65.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
65.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
65.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
65.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
64.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
64.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
64.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
64.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
64.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
63.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
63.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
63.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
62.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
62.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
62.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
62.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
62.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
62.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
62.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
61.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
61.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
61.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
60.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
60.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
60.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
60.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
60.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
60.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
59.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
59.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
59.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
59.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
59.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
59.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
59.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
58.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
58.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
57.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
57.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
56.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
56.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
56.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
56.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
56.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
55.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
55.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
55.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
55.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
54.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
54.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
54.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
53.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
53.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
53.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
53.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
52.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
52.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
52.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
52.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
51.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
51.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
51.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
51.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
51.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
51.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
50.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
50.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
50.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
50.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
50.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
49.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
49.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
49.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
49.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
49.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
49.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
48.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
48.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
47.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
47.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
47.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
46.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
46.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
46.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
46.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
46.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
46.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
45.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
45.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
45.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
45.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
44.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
44.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
44.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
44.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
44.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
44.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
43.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
43.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
43.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
43.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
43.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
43.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
42.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
42.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
42.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
41.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
41.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
40.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
39.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
38.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
38.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
37.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
37.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
36.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
36.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
34.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
33.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
33.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
33.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
32.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
32.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
32.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
31.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
31.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
31.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
30.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
30.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
29.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
29.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
29.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
29.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
29.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
28.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
28.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
28.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
28.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
27.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
26.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
25.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
24.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
24.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
23.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
23.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
22.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
20.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
19.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
19.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
19.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
17.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
17.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
15.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
13.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
11.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
IFI27L2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
71.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
153.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
140.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
134.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
130.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
118.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
117.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
117.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
107.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
106.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
106.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
104.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
103.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
103.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
101.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
100.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
100.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
98.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
96.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
96.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
95.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
92.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
92.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
91.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
91.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
90.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
90.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
90.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
90.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
90.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
88.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
87.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
85.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
85.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
83.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
82.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
81.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
81.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
79.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
79.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
78.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
77.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
77.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
76.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
76.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
75.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
75.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
74.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
73.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
72.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
71.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
70.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
69.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
68.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
66.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
65.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
63.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
63.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
62.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
62.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
61.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
61.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
58.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
58.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
57.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
57.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
57.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
55.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
55.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
54.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
54.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
54.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
53.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
52.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
51.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
50.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
50.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
50.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
50.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
50.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
47.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
45.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
44.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
42.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
41.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
40.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
40.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
39.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
38.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
38.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
38.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
36.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
33.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
32.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
32.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
32.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
30.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
25.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
25.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
24.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 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.
IFI27L2 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
106.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
472.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
353.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
350.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
333.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
298.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
264.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
256.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
253.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
250.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
250.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
250.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
221.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
220.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
209.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
205.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
204.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
203.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
203.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
197.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
191.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
188.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
184.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
183.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
182.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
181.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
177.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
177.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
174.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
174.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
174.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
174.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
170.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
166.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
166.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
164.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
162.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
162.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
162.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
160.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
160.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
160.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
159.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
157.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
157.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
156.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
155.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
152.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
152.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
151.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
150.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
149.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
147.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
147.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
146.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
146.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
145.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
145.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
145.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
143.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
143.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
142.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
141.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
140.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
137.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
135.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
133.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
133.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
133.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
133.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
132.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
132.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
132.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
132.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
131.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
130.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
130.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
130.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
130.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
129.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
129.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
129.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
129.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
128.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
127.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
127.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
126.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
126.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
125.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
125.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
124.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
123.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
123.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
122.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
121.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
121.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
121.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
120.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
120.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
119.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
119.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
119.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
118.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
118.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
118.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
118.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
116.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
116.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
115.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
114.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
114.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
114.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
113.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
113.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
113.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
113.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
112.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
112.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
111.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
111.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
111.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
110.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
110.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
108.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
108.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
108.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
108.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
108.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
107.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
107.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
106.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
105.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
105.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
105.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
104.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
104.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
103.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
102.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
102.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
101.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
101.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
101.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
101.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
101.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
100.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
100.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
100.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
100.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
99.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
99.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
98.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
97.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
97.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
96.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
96.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
95.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
95.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
95.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
94.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
94.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
94.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
94.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
93.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
93.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
93.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
93.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
91.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
90.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
90.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
90.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
90.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
90.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
89.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
88.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
88.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
88.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
87.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
86.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
85.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
85.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
85.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
85.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
83.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
83.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
83.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
83.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
83.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
82.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
81.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
81.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
81.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
80.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
80.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
78.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
78.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
77.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
77.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
77.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
76.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
76.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
76.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
75.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
75.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
75.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
74.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
72.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
70.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
69.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
69.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
69.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
69.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
68.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
67.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
64.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
63.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
63.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
62.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
62.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
61.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
61.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
60.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
60.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
60.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
60.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
59.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
59.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
57.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
57.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
57.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
56.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
56.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
55.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
53.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
53.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
53.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
51.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
51.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
50.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
49.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
49.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
47.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
46.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
46.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
45.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
44.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
42.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
42.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
40.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
40.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
38.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
38.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
38.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
34.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
34.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
32.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
32.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
32.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
31.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
31.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
30.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
29.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
29.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
27.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
24.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
20.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
19.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
18.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
18.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
17.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
16.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
16.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
16.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
15.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
14.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
14.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
10.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
8.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
7.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
3.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
2.6
CPT0069000003
Tumor
1.1
CPT0015730003
Tumor
0.9
CPT0079380003
Tumor
0.6
CPT0077490003
Tumor
0.5
CPT0078800003
Tumor
0.5
CPT0085670003
Tumor
0.5
CPT0063320003
Tumor
0.4
CPT0078930003
Tumor
0.4
CPT0084560003
Tumor
0.4
CPT0086870003
Tumor
0.4
CPT0063330001
Normal
0.4
CPT0082010001
Normal
0.3
CPT0088630003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0075720003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0089480003
Normal
0.2
CPT0086030003
Tumor
0.2
CPT0086890003
Normal
0.2
CPT0000640003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0078670001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0001350001
Normal
0.0
CPT0081880003
Tumor
0.0
CPT0065750003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0065930003
Tumor
-0.1
CPT0088640003
Normal
-0.2
CPT0011410003
Tumor
-0.2
CPT0086830003
Normal
-0.2
CPT0015910003
Tumor
-0.2
CPT0081990003
Tumor
-0.3
CPT0025110003
Tumor
-0.3
CPT0025350003
Tumor
-0.3
CPT0079230003
Tumor
-0.3
CPT0025170003
Tumor
-0.3
CPT0007470001
Normal
-0.4
CPT0015810003
Tumor
-0.4
CPT0001180009
Tumor
-0.4
CPT0075570001
Normal
-0.6
CPT0077500001
Normal
-0.6
CPT0075130003
Tumor
-0.7
CPT0078840001
Normal
-0.8
CPT0001340003
Tumor
-0.8
CPT0023710001
Normal
-0.9
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
CPT0011240003
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
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
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
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0077140001
Normal
N/A
CPT0025050003
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
CPT0010110003
Tumor
N/A
CPT0092290003
Tumor
N/A
CPT0088500001
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
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
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
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
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
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
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
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
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
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
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
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
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
CPT0025060001
Normal
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.
The Human Protein Atlas project is funded
