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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.
ILVBL 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
100.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
219.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
185.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
181.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
180.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
177.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
155.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
153.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
147.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
138.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
138.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
138.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
138.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
134.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
133.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
130.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
130.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
126.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
125.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
123.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
122.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
119.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
113.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
111.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
111.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
107.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
106.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
105.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
105.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
103.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
102.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
98.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
95.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
95.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
94.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
94.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
92.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
90.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
89.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
88.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
87.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
85.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
85.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
83.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
80.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
79.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
76.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
72.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
71.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
68.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
67.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
66.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
61.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
59.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
57.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
56.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
55.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
55.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
50.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
46.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
45.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
43.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
40.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
33.1
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.
ILVBL 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
47.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
271.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
192.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
127.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
123.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
119.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
105.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
103.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
98.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
95.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
94.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
94.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
89.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
87.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
86.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
86.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
83.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
82.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
82.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
82.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
81.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
81.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
81.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
80.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
80.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
79.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
78.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
78.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
78.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
77.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
77.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
77.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
77.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
77.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
77.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
77.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
76.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
76.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
76.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
75.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
75.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
74.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
74.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
74.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
74.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
74.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
74.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
73.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
73.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
73.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
73.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
72.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
72.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
72.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
71.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
71.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
71.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
71.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
70.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
70.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
69.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
69.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
69.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
69.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
69.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
69.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
69.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
68.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
68.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
68.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
67.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
67.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
67.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
66.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
66.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
66.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
65.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
65.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
65.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
65.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
64.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
64.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
64.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
64.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
64.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
63.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
63.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
63.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
63.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
63.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
63.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
63.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
63.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
62.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
62.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
62.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
62.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
62.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
62.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
62.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
62.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
61.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
61.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
61.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
61.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
61.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
61.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
61.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
61.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
61.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
60.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
60.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
60.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
60.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
60.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
60.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
59.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
59.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
59.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
59.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
58.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
58.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
58.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
58.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
58.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
58.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
58.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
58.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
58.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
57.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
57.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
57.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
57.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
57.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
57.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
57.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
57.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
56.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
56.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
56.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
56.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
56.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
56.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
56.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
56.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
56.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
55.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
55.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
55.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
55.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
55.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
55.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
55.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
55.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
55.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
55.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
55.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
55.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
54.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
54.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
54.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
54.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
54.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
54.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
54.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
54.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
54.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
54.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
54.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
54.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
54.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
53.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
53.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
53.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
53.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
53.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
53.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
53.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
53.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
53.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
53.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
53.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
53.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
52.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
52.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
52.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
52.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
52.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
52.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
52.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
52.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
52.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
52.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
51.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
51.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
51.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
51.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
51.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
51.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
51.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
51.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
51.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
50.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
50.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
50.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
50.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
50.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
50.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
50.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
50.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
50.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
50.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
50.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
49.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
49.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
49.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
49.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
49.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
49.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
49.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
49.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
49.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
49.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
48.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
48.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
48.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
48.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
48.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
48.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
48.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
48.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
48.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
47.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
47.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
47.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
47.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
47.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
47.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
47.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
47.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
47.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
47.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
47.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
46.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
46.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
46.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
46.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
46.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
46.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
46.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
46.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
46.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
46.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
46.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
46.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
45.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
45.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
45.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
45.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
45.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
45.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
45.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
45.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
45.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
45.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
45.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
45.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
44.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
44.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
44.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
44.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
44.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
44.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
44.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
44.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
44.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
44.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
44.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
43.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
43.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
43.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
43.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
43.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
43.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
43.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
43.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
43.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
43.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
43.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
43.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
43.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
43.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
42.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
42.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
42.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
42.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
42.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
42.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
42.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
42.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
41.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
41.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
41.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
41.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
41.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
41.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
41.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
41.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
41.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
41.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
41.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
41.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
41.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
40.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
40.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
40.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
40.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
40.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
40.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
40.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
40.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
40.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
40.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
40.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
40.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
40.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
39.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
39.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
39.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
39.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
39.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
39.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
39.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
39.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
39.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
39.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
39.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
39.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
39.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
38.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
38.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
38.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
38.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
38.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
38.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
38.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
38.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
37.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
37.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
37.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
37.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
37.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
37.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
36.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
36.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
36.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
36.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
36.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
36.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
36.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
36.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
36.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
36.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
36.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
36.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
36.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
35.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
35.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
35.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
35.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
34.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
34.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
34.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
34.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
34.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
34.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
34.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
34.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
34.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
34.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
34.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
33.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
33.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
33.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
33.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
33.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
33.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
33.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
33.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
33.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
33.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
32.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
32.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
32.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
32.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
32.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
32.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
32.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
32.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
32.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
32.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
32.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
31.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
31.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
31.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
31.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
30.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
30.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
30.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
30.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
30.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
30.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
30.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
30.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
30.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
30.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
30.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
30.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
30.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
30.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
30.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
30.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
30.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
30.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
30.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
29.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
29.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
29.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
29.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
29.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
29.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
29.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
29.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
29.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
28.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
28.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
28.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
28.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
28.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
28.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
27.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
27.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
27.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
27.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
27.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
27.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
27.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
27.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
26.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
26.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
26.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
26.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
26.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
26.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
26.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
26.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
26.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
26.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
25.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
25.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
25.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
25.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
25.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
25.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
25.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
25.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
24.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
24.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
24.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
23.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
23.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
23.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
23.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
23.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
23.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
22.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
22.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
22.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
22.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
22.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
22.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
22.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
22.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
22.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
22.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
21.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
21.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
21.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
21.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
20.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
19.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
19.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
18.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
18.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
18.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
18.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
18.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
18.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
18.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
17.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
17.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
16.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
16.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
15.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
15.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
15.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
15.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
14.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
14.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
14.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
14.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
13.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
12.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
11.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
11.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
ILVBL 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
43.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
149.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
88.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
82.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
75.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
70.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
68.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
65.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
63.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
63.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
60.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
59.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
59.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
59.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
58.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
57.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
57.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
56.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
56.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
55.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
54.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
54.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
53.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
53.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
53.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
52.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
52.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
52.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
51.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
50.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
49.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
49.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
49.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
49.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
48.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
48.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
47.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
47.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
46.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
45.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
45.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
45.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
44.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
44.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
43.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
43.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
42.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
42.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
42.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
42.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
41.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
41.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
41.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
40.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
40.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
40.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
40.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
40.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
39.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
38.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
38.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
38.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
37.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
37.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
36.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
36.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
36.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
35.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
35.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
35.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
34.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
34.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
33.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
33.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
33.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
32.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
32.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
31.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
30.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
30.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
29.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
28.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
28.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
28.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
27.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
26.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
26.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
25.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
25.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
24.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
23.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
21.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
21.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
21.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
20.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
18.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
17.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
17.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
16.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
15.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 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.
ILVBL 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
53.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
175.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
156.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
145.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
140.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
136.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
130.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
121.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
118.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
117.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
117.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
116.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
116.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
115.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
106.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
104.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
103.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
102.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
95.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
95.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
91.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
88.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
88.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
88.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
87.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
87.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
87.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
87.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
86.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
85.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
85.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
84.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
83.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
81.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
79.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
78.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
78.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
77.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
77.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
76.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
75.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
74.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
74.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
74.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
74.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
74.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
73.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
73.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
73.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
73.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
73.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
72.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
72.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
72.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
71.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
70.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
70.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
70.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
69.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
69.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
69.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
68.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
68.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
68.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
67.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
66.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
66.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
64.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
64.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
64.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
63.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
63.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
63.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
63.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
63.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
62.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
62.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
62.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
62.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
61.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
61.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
61.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
61.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
61.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
60.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
60.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
59.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
59.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
59.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
59.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
58.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
58.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
58.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
58.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
58.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
58.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
57.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
56.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
56.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
56.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
56.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
55.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
55.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
55.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
55.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
54.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
54.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
54.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
53.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
53.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
53.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
53.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
52.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
52.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
52.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
51.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
51.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
51.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
51.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
51.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
51.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
51.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
51.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
51.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
50.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
49.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
49.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
49.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
49.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
49.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
48.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
48.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
48.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
48.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
48.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
48.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
47.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
47.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
47.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
47.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
47.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
47.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
47.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
46.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
46.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
46.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
46.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
46.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
46.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
46.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
46.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
46.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
46.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
46.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
45.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
45.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
45.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
45.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
45.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
44.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
44.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
44.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
44.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
44.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
43.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
43.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
43.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
43.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
42.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
42.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
42.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
42.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
42.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
42.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
42.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
42.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
42.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
42.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
42.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
41.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
41.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
41.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
41.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
41.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
41.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
41.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
41.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
40.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
40.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
40.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
40.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
40.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
40.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
40.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
40.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
39.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
39.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
39.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
39.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
38.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
38.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
38.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
38.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
38.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
38.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
38.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
38.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
37.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
37.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
37.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
37.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
37.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
37.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
36.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
36.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
36.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
36.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
36.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
36.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
35.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
35.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
35.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
35.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
35.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
35.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
34.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
34.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
34.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
34.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
34.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
34.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
33.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
33.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
32.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
32.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
32.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
31.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
31.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
30.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
30.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
30.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
30.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
30.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
29.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
29.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
28.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
28.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
28.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
28.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
28.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
28.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
27.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
27.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
27.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
27.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
27.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
26.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
26.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
26.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
25.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
25.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
25.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
25.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
24.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
24.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
23.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
23.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
23.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
22.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
21.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
21.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
21.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
20.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
19.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
19.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
19.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
18.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
18.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
18.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
17.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
15.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
14.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
10.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
1.0
CPT0092800003
Normal
0.8
CPT0079270003
Tumor
0.8
CPT0092310003
Normal
0.7
CPT0000790001
Normal
0.7
CPT0088780001
Normal
0.7
CPT0092740003
Normal
0.7
CPT0089480003
Normal
0.7
CPT0026420001
Normal
0.6
CPT0088920001
Normal
0.6
CPT0013790003
Normal
0.6
CPT0025110003
Tumor
0.6
CPT0088640003
Normal
0.5
CPT0010170001
Normal
0.5
CPT0065450001
Normal
0.5
CPT0078840001
Normal
0.5
CPT0066430001
Normal
0.5
CPT0086890003
Normal
0.5
CPT0002350011
Tumor
0.5
CPT0077140001
Normal
0.5
CPT0006950001
Normal
0.5
CPT0002270011
Tumor
0.5
CPT0088500001
Normal
0.5
CPT0088710001
Normal
0.5
CPT0023710001
Normal
0.4
CPT0086370003
Normal
0.4
CPT0081620001
Normal
0.4
CPT0078670001
Normal
0.4
CPT0001230001
Normal
0.4
CPT0006730001
Normal
0.4
CPT0023360001
Normal
0.4
CPT0078940001
Normal
0.4
CPT0079430001
Normal
0.4
CPT0001350001
Normal
0.4
CPT0087050003
Normal
0.4
CPT0077500001
Normal
0.4
CPT0000890001
Normal
0.4
CPT0064400001
Normal
0.4
CPT0082010001
Normal
0.4
CPT0079000001
Normal
0.4
CPT0007470001
Normal
0.4
CPT0075570001
Normal
0.3
CPT0086970003
Normal
0.3
CPT0086830003
Normal
0.3
CPT0025610001
Normal
0.3
CPT0063640001
Normal
0.3
CPT0012770003
Normal
0.3
CPT0012090003
Normal
0.3
CPT0001500009
Tumor
0.2
CPT0002370001
Normal
0.2
CPT0012290003
Normal
0.2
CPT0001510001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0089040001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0069010001
Normal
0.2
CPT0025060001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0065810003
Tumor
0.2
CPT0012570003
Normal
0.1
CPT0007870001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0001340003
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0078830003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0019160001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0078510003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0018250001
Normal
-0.1
CPT0088970003
Tumor
-0.1
CPT0014130001
Normal
-0.1
CPT0023690003
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0012640003
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0001180009
Tumor
-0.1
CPT0010110003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0001270001
Normal
-0.2
CPT0088480003
Tumor
-0.2
CPT0011410003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0023350003
Tumor
-0.2
CPT0079480003
Tumor
-0.2
CPT0014470001
Normal
-0.2
CPT0001220008
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0075170001
Normal
-0.2
CPT0020130001
Normal
-0.2
CPT0079380003
Tumor
-0.2
CPT0009020003
Normal
-0.2
CPT0009080003
Normal
-0.2
CPT0078930003
Tumor
-0.2
CPT0026410003
Tumor
-0.3
CPT0063320003
Tumor
-0.3
CPT0092790003
Tumor
-0.3
CPT0006440003
Tumor
-0.3
CPT0025580004
Tumor
-0.3
CPT0019990003
Tumor
-0.3
CPT0024680001
Normal
-0.3
CPT0071150004
Tumor
-0.3
CPT0092160003
Tumor
-0.3
CPT0000870016
Tumor
-0.3
CPT0014450004
Tumor
-0.3
CPT0025880003
Tumor
-0.3
CPT0066470004
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0012920003
Normal
-0.3
CPT0086360003
Tumor
-0.3
CPT0025350003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0092730003
Tumor
-0.3
CPT0092290003
Tumor
-0.4
CPT0025290003
Tumor
-0.4
CPT0065870003
Tumor
-0.4
CPT0012370003
Tumor
-0.4
CPT0010160003
Tumor
-0.4
CPT0081880003
Tumor
-0.4
CPT0077320001
Normal
-0.4
CPT0086820003
Tumor
-0.4
CPT0075560003
Tumor
-0.4
CPT0077110003
Tumor
-0.4
CPT0086870003
Tumor
-0.4
CPT0092190003
Normal
-0.4
CPT0075130003
Tumor
-0.4
CPT0078800003
Tumor
-0.4
CPT0078990003
Tumor
-0.4
CPT0079230003
Tumor
-0.4
CPT0015810003
Tumor
-0.5
CPT0001260009
Tumor
-0.5
CPT0025230003
Tumor
-0.5
CPT0007860003
Tumor
-0.5
CPT0020120003
Tumor
-0.5
CPT0081990003
Tumor
-0.5
CPT0075720003
Tumor
-0.5
CPT0066480003
Tumor
-0.5
CPT0065750003
Tumor
-0.5
CPT0088760003
Tumor
-0.5
CPT0077490003
Tumor
-0.5
CPT0009000003
Tumor
-0.5
CPT0065430003
Tumor
-0.5
CPT0012900004
Tumor
-0.5
CPT0001540009
Tumor
-0.5
CPT0014370004
Tumor
-0.5
CPT0012550003
Tumor
-0.5
CPT0000780007
Tumor
-0.6
CPT0014160003
Tumor
-0.6
CPT0024670003
Tumor
-0.6
CPT0063630003
Tumor
-0.6
CPT0012280003
Tumor
-0.6
CPT0000640003
Tumor
-0.6
CPT0069160003
Tumor
-0.6
CPT0086030003
Tumor
-0.6
CPT0079410003
Tumor
-0.6
CPT0079180003
Tumor
-0.6
CPT0015910003
Tumor
-0.7
CPT0012670003
Tumor
-0.7
CPT0088630003
Tumor
-0.7
CPT0081600003
Tumor
-0.7
CPT0021240003
Tumor
-0.7
CPT0088550004
Tumor
-0.7
CPT0076330003
Tumor
-0.7
CPT0025050003
Tumor
-0.7
CPT0065690003
Tumor
-0.7
CPT0085670003
Tumor
-0.8
CPT0084560003
Tumor
-0.8
CPT0017850003
Tumor
-0.8
CPT0012080003
Tumor
-0.9
CPT0009060003
Tumor
-0.9
CPT0065930003
Tumor
-0.9
CPT0012180003
Tumor
-0.9
CPT0011240003
Tumor
-1.0
CPT0017410003
Tumor
-1.5
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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
