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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.
ILF2 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
35.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
131.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
102.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
76.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
66.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
64.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
51.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
49.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
49.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
48.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
48.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
44.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
44.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
44.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
44.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
43.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
42.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
40.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
40.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
40.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
40.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
40.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
40.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
40.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
36.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
35.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
34.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
34.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
34.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
33.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
32.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
32.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
32.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
32.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
31.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
30.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
30.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
30.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
29.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
29.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
29.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
28.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
28.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
26.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
26.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
26.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
26.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
26.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
25.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
25.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
24.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
22.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
21.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
20.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
20.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
19.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
19.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
17.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
17.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
16.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
14.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
10.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
6.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
ILF2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
67.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
209.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
160.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
142.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
142.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
140.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
139.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
137.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
135.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
134.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
134.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
128.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
119.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
118.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
117.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
116.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
116.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
115.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
115.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
115.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
114.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
112.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
112.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
110.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
110.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
109.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
108.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
107.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
106.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
105.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
105.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
105.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
104.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
104.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
103.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
103.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
102.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
102.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
102.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
102.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
102.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
101.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
101.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
101.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
100.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
99.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
99.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
99.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
98.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
98.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
97.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
97.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
97.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
96.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
96.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
96.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
96.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
95.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
95.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
95.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
95.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
95.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
94.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
94.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
93.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
93.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
93.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
93.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
93.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
93.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
92.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
92.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
92.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
91.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
91.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
91.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
91.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
90.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
90.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
90.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
90.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
90.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
89.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
89.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
89.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
89.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
88.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
88.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
88.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
88.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
88.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
88.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
87.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
87.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
87.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
87.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
86.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
86.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
86.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
86.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
85.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
85.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
85.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
85.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
85.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
85.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
85.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
85.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
85.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
85.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
85.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
85.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
84.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
84.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
84.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
84.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
84.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
84.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
84.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
83.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
83.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
83.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
83.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
83.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
82.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
82.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
82.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
82.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
82.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
81.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
81.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
81.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
81.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
81.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
81.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
81.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
80.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
80.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
80.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
80.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
79.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
79.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
79.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
79.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
79.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
79.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
79.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
79.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
79.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
79.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
79.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
79.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
79.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
78.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
78.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
78.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
78.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
78.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
78.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
78.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
78.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
78.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
77.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
77.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
77.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
77.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
77.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
77.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
77.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
77.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
77.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
77.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
76.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
76.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
76.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
76.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
76.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
76.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
76.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
76.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
76.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
75.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
75.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
75.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
75.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
75.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
75.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
75.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
75.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
75.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
74.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
74.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
74.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
74.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
74.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
74.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
74.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
74.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
74.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
73.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
73.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
73.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
73.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
73.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
73.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
73.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
73.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
73.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
72.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
72.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
72.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
72.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
72.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
72.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
72.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
72.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
71.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
71.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
71.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
71.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
71.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
71.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
71.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
71.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
71.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
71.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
71.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
71.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
71.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
71.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
70.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
70.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
70.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
70.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
70.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
70.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
70.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
70.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
70.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
70.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
70.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
70.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
69.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
69.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
69.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
69.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
69.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
69.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
69.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
69.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
69.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
68.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
68.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
68.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
68.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
68.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
68.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
68.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
68.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
68.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
68.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
68.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
68.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
68.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
67.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
67.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
67.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
67.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
67.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
67.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
67.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
67.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
67.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
67.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
67.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
67.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
66.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
66.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
66.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
66.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
66.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
66.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
65.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
65.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
65.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
65.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
65.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
65.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
65.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
64.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
64.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
64.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
64.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
64.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
64.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
64.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
63.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
63.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
63.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
63.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
63.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
63.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
63.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
63.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
63.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
63.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
63.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
62.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
62.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
62.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
62.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
62.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
62.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
62.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
62.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
61.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
61.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
61.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
61.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
61.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
61.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
60.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
60.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
60.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
60.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
60.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
60.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
59.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
59.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
59.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
59.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
59.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
59.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
59.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
59.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
59.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
59.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
59.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
59.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
58.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
58.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
58.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
58.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
58.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
58.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
58.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
58.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
58.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
58.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
57.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
57.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
57.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
57.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
57.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
57.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
57.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
57.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
57.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
57.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
57.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
56.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
56.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
56.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
56.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
56.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
56.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
56.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
56.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
55.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
55.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
55.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
55.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
55.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
55.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
55.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
54.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
54.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
54.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
54.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
53.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
53.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
52.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
52.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
52.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
52.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
52.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
51.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
51.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
51.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
51.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
51.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
51.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
51.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
51.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
50.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
50.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
50.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
50.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
50.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
49.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
49.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
49.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
49.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
48.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
48.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
48.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
48.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
48.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
48.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
48.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
47.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
47.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
47.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
47.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
47.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
46.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
46.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
46.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
46.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
45.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
45.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
45.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
45.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
45.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
45.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
44.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
43.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
43.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
43.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
43.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
43.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
42.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
42.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
42.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
42.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
41.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
41.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
41.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
41.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
41.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
40.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
40.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
40.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
40.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
39.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
39.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
39.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
39.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
38.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
38.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
37.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
37.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
36.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
36.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
36.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
36.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
36.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
35.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
35.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
35.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
34.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
34.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
34.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
34.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
33.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
33.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
33.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
33.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
33.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
32.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
32.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
31.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
31.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
30.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
30.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
30.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
29.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
29.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
29.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
28.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
28.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
28.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
28.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
28.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
27.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
27.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
27.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
26.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
25.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
25.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
25.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
24.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
24.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
24.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
23.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
23.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
22.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
22.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
22.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
22.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
21.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
21.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
19.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
19.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
18.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
18.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
17.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
17.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
17.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
16.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
16.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
15.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
15.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
14.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
14.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
12.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
11.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
11.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
11.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
8.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
8.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 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.
ILF2 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
79.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
342.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
185.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
167.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
154.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
135.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
125.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
123.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
122.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
120.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
116.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
106.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
105.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
105.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
101.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
100.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
100.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
98.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
97.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
96.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
93.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
87.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
86.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
85.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
83.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
82.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
82.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
82.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
81.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
81.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
80.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
80.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
78.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
78.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
78.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
78.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
78.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
77.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
77.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
77.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
76.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
76.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
76.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
76.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
76.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
75.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
75.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
75.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
75.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
74.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
73.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
73.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
72.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
71.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
71.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
71.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
71.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
70.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
69.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
69.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
69.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
67.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
67.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
67.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
66.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
66.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
65.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
65.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
64.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
63.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
63.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
63.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
62.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
62.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
62.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
61.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
61.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
61.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
61.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
60.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
58.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
58.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
58.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
58.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
57.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
57.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
55.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
55.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
54.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
54.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
53.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
51.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
51.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
51.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
50.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
48.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
42.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
35.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
35.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
34.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
ILF2 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
68.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
283.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
233.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
182.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
170.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
159.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
157.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
156.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
154.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
148.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
142.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
138.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
137.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
137.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
136.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
128.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
125.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
124.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
123.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
123.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
123.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
123.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
122.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
118.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
118.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
117.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
117.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
115.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
114.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
111.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
111.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
109.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
109.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
108.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
108.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
108.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
107.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
106.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
106.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
106.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
105.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
105.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
105.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
103.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
103.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
102.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
102.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
102.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
101.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
101.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
100.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
99.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
98.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
98.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
97.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
97.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
96.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
96.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
96.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
96.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
96.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
95.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
94.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
94.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
94.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
91.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
91.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
90.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
89.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
88.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
88.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
88.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
87.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
87.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
87.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
87.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
86.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
86.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
86.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
86.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
86.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
86.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
85.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
85.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
85.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
83.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
82.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
82.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
81.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
81.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
81.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
80.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
80.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
79.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
78.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
76.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
76.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
76.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
76.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
75.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
75.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
75.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
75.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
75.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
74.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
74.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
74.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
74.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
73.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
73.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
73.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
72.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
72.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
72.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
72.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
72.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
71.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
71.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
71.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
70.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
70.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
70.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
70.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
69.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
69.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
69.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
69.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
69.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
68.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
68.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
68.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
67.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
67.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
67.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
66.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
66.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
66.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
66.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
66.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
66.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
65.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
65.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
65.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
64.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
64.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
64.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
64.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
63.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
62.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
62.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
62.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
61.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
61.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
60.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
60.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
60.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
60.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
60.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
59.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
59.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
59.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
58.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
58.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
57.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
57.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
57.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
56.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
56.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
56.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
56.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
56.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
56.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
55.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
55.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
55.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
55.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
54.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
54.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
54.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
54.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
54.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
54.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
53.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
53.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
53.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
53.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
52.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
52.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
52.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
52.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
52.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
52.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
51.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
51.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
51.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
50.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
49.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
49.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
49.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
48.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
48.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
47.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
47.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
47.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
46.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
46.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
46.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
46.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
46.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
46.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
45.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
44.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
44.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
44.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
43.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
43.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
43.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
43.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
42.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
42.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
41.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
41.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
41.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
40.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
40.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
40.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
38.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
37.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
37.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
37.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
36.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
36.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
36.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
34.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
33.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
33.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
33.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
33.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
32.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
32.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
31.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
31.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
30.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
30.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
30.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
29.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
29.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
29.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
29.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
29.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
28.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
27.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
26.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
26.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
23.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
23.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
22.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
21.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
21.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
20.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
19.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
18.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
18.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
18.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
18.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
16.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
15.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
15.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
14.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
12.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
11.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
11.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
10.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
10.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
8.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
8.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
7.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
7.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
6.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
0.5
CPT0017850003
Tumor
0.5
CPT0001340003
Tumor
0.5
CPT0077320001
Normal
0.4
CPT0015730003
Tumor
0.4
CPT0069160003
Tumor
0.4
CPT0086030003
Tumor
0.4
CPT0088970003
Tumor
0.3
CPT0088630003
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0066470004
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0065690003
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0025580004
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0014450004
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0012180003
Tumor
0.2
CPT0001180009
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0012080003
Tumor
0.2
CPT0012640003
Normal
0.2
CPT0026410003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0084560003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0010160003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0006630003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0017410003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0078660003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0081880003
Tumor
0.1
CPT0088550004
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0086830003
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0086370003
Normal
0.0
CPT0025920001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0071150004
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0011240003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0076330003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0001190001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0009020003
Normal
0.0
CPT0006950001
Normal
0.0
CPT0012280003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0010170001
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0087050003
Normal
0.0
CPT0063640001
Normal
0.0
CPT0009000003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0086950003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0089040001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0069000003
Tumor
-0.1
CPT0002270011
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0026420001
Normal
-0.2
CPT0002350011
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0078800003
Tumor
-0.2
CPT0092740003
Normal
-0.2
CPT0025110003
Tumor
-0.2
CPT0000640003
Tumor
-0.2
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
