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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.
FIBP 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
46.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
91.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
90.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
83.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
81.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
73.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
71.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
71.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
68.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
68.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
66.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
61.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
60.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
60.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
57.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
55.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
54.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
54.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
54.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
54.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
53.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
53.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
52.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
52.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
52.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
52.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
52.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
51.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
51.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
50.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
50.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
49.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
48.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
47.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
47.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
46.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
45.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
44.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
42.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
42.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
42.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
41.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
41.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
40.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
39.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
38.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
36.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
34.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
34.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
34.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
33.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
33.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
31.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
30.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
29.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
28.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
23.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
21.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
20.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
19.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
19.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
18.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
17.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FIBP 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
48.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
111.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
94.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
91.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
90.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
88.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
81.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
80.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
79.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
79.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
78.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
78.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
77.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
77.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
76.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
75.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
74.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
73.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
73.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
73.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
72.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
72.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
72.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
72.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
70.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
70.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
70.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
70.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
69.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
69.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
69.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
69.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
68.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
67.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
67.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
66.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
66.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
66.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
66.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
66.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
66.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
66.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
66.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
66.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
65.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
65.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
65.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
65.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
65.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
65.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
65.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
65.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
65.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
65.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
65.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
65.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
64.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
64.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
64.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
64.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
63.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
63.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
63.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
63.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
63.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
63.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
63.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
63.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
63.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
63.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
63.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
63.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
62.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
62.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
62.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
62.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
62.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
61.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
61.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
61.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
61.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
61.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
61.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
61.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
61.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
61.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
60.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
60.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
60.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
60.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
60.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
60.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
60.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
60.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
60.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
60.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
60.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
60.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
60.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
60.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
59.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
59.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
59.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
59.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
59.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
59.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
59.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
59.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
59.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
59.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
58.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
58.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
58.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
58.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
58.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
58.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
58.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
58.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
58.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
58.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
58.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
58.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
58.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
58.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
58.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
58.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
58.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
57.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
57.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
57.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
57.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
57.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
57.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
57.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
56.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
56.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
56.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
56.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
56.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
56.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
56.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
56.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
56.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
56.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
56.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
56.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
56.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
55.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
55.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
55.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
55.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
55.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
55.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
55.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
55.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
55.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
55.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
55.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
55.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
55.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
55.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
55.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
55.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
54.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
54.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
54.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
54.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
54.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
54.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
54.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
54.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
54.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
54.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
53.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
53.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
53.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
53.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
53.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
53.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
53.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
53.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
53.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
53.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
53.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
53.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
53.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
52.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
52.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
52.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
52.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
52.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
52.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
52.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
52.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
52.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
52.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
52.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
51.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
51.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
51.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
51.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
51.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
51.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
51.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
51.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
51.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
51.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
51.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
51.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
51.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
51.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
50.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
50.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
50.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
50.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
50.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
50.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
50.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
50.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
50.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
50.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
50.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
50.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
50.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
50.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
50.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
49.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
49.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
49.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
49.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
49.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
49.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
49.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
49.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
49.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
49.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
49.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
49.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
49.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
49.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
49.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
49.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
48.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
48.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
48.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
48.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
48.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
48.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
48.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
48.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
48.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
48.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
48.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
48.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
48.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
48.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
47.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
47.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
47.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
47.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
47.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
47.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
47.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
47.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
47.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
47.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
47.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
47.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
47.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
47.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
47.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
47.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
47.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
47.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
47.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
47.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
47.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
47.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
46.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
46.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
46.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
46.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
46.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
46.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
46.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
46.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
46.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
46.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
46.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
46.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
46.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
46.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
46.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
46.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
45.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
45.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
45.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
45.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
45.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
45.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
45.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
45.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
45.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
45.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
45.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
45.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
45.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
45.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
45.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
45.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
45.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
45.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
45.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
45.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
45.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
45.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
45.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
45.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
45.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
45.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
44.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
44.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
44.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
44.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
44.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
44.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
44.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
44.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
44.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
44.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
44.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
44.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
44.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
44.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
44.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
44.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
44.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
44.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
44.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
44.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
44.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
44.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
44.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
43.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
43.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
43.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
43.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
43.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
43.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
43.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
43.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
43.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
43.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
43.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
43.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
43.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
43.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
43.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
43.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
43.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
43.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
43.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
42.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
42.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
42.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
42.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
42.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
42.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
42.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
42.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
42.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
42.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
42.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
42.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
42.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
42.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
42.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
42.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
42.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
42.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
42.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
41.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
41.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
41.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
41.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
41.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
41.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
41.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
41.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
41.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
41.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
41.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
41.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
41.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
41.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
41.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
41.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
41.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
40.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
40.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
40.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
40.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
40.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
40.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
40.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
40.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
40.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
40.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
40.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
40.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
40.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
40.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
40.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
40.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
39.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
39.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
39.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
39.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
39.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
39.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
39.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
39.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
39.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
39.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
39.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
38.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
38.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
38.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
38.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
38.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
38.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
37.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
37.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
37.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
37.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
37.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
37.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
37.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
37.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
37.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
37.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
37.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
36.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
36.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
36.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
36.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
36.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
36.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
35.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
35.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
35.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
35.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
35.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
35.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
35.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
35.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
35.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
35.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
34.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
34.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
34.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
34.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
34.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
34.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
33.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
33.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
33.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
33.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
33.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
33.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
33.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
33.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
32.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
32.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
32.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
32.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
32.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
32.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
32.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
32.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
31.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
31.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
31.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
31.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
31.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
31.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
31.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
30.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
30.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
30.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
30.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
30.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
29.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
29.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
29.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
29.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
27.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
27.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
27.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
27.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
26.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
26.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
26.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
26.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
25.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
24.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
23.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
22.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
22.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
21.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
21.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
21.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
21.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
21.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
20.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
18.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
16.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
16.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
15.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
10.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FIBP is potential prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
42.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
83.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
81.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
66.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
65.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
62.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
61.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
60.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
59.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
57.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
56.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
56.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
56.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
55.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
55.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
55.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
54.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
54.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
53.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
53.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
52.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
52.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
51.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
51.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
50.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
49.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
49.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
48.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
48.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
47.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
47.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
46.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
46.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
46.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
46.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
46.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
45.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
45.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
44.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
44.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
44.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
43.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
43.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
43.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
43.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
42.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
42.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
42.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
42.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
41.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
41.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
40.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
40.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
40.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
40.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
40.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
39.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
39.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
38.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
38.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
38.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
38.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
38.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
38.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
37.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
37.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
37.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
37.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
37.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
37.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
37.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
37.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
37.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
36.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
36.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
36.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
36.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
36.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
34.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
33.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
33.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
33.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
33.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
32.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
32.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
32.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
31.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
31.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
31.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
30.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
29.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
29.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
28.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
28.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
28.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
28.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
27.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
26.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
20.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 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.
FIBP 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
51.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
125.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
118.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
109.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
107.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
97.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
94.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
94.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
91.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
87.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
82.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
82.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
81.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
81.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
77.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
77.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
76.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
76.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
73.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
73.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
73.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
73.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
72.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
72.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
72.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
72.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
71.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
71.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
71.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
71.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
71.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
70.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
70.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
70.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
69.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
69.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
69.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
69.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
68.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
68.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
68.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
68.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
68.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
68.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
68.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
68.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
67.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
67.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
67.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
67.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
67.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
67.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
67.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
66.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
66.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
66.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
65.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
65.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
65.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
64.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
64.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
64.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
64.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
63.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
63.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
63.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
63.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
63.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
62.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
62.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
62.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
62.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
62.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
62.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
62.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
61.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
61.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
61.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
61.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
61.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
60.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
60.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
60.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
60.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
60.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
60.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
59.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
59.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
59.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
59.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
59.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
59.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
58.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
58.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
58.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
58.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
57.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
57.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
57.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
57.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
57.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
57.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
57.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
57.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
56.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
56.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
56.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
56.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
56.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
56.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
56.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
55.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
55.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
55.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
55.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
55.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
55.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
54.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
54.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
54.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
54.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
54.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
54.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
54.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
53.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
53.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
53.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
53.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
53.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
53.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
53.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
53.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
53.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
53.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
53.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
53.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
52.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
52.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
52.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
52.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
52.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
52.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
52.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
52.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
51.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
51.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
51.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
51.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
51.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
51.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
51.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
51.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
50.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
50.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
50.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
49.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
49.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
49.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
49.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
49.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
48.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
48.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
48.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
48.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
48.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
47.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
47.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
47.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
47.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
47.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
47.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
47.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
47.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
46.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
46.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
46.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
46.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
46.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
46.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
46.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
46.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
46.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
46.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
46.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
46.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
46.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
46.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
45.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
45.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
45.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
44.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
44.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
44.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
43.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
43.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
43.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
43.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
43.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
43.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
43.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
42.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
42.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
42.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
42.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
42.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
42.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
41.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
41.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
41.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
41.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
40.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
40.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
40.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
40.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
40.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
39.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
39.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
39.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
39.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
39.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
39.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
39.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
38.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
38.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
38.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
37.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
37.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
37.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
37.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
37.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
36.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
36.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
36.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
36.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
36.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
36.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
35.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
35.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
35.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
35.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
35.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
35.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
34.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
34.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
34.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
34.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
34.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
34.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
33.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
33.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
32.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
32.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
32.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
31.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
31.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
31.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
30.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
30.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
30.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
30.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
29.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
29.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
29.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
28.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
28.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
26.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
26.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
25.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
25.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
24.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
21.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
20.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
19.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
19.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
18.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
18.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
17.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
16.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
10.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
8.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088970003
Tumor
0.7
CPT0079180003
Tumor
0.5
CPT0078660003
Tumor
0.5
CPT0092740003
Normal
0.5
CPT0066430001
Normal
0.4
CPT0001180009
Tumor
0.3
CPT0025060001
Normal
0.3
CPT0065750003
Tumor
0.3
CPT0076350001
Normal
0.3
CPT0065450001
Normal
0.3
CPT0065810003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0006950001
Normal
0.3
CPT0000790001
Normal
0.3
CPT0079270003
Tumor
0.3
CPT0079000001
Normal
0.3
CPT0078990003
Tumor
0.3
CPT0012770003
Normal
0.3
CPT0088780001
Normal
0.2
CPT0024670003
Tumor
0.2
CPT0009080003
Normal
0.2
CPT0078840001
Normal
0.2
CPT0087050003
Normal
0.2
CPT0082010001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0088710001
Normal
0.2
CPT0002270011
Tumor
0.2
CPT0092310003
Normal
0.2
CPT0081620001
Normal
0.2
CPT0089480003
Normal
0.2
CPT0001350001
Normal
0.2
CPT0025880003
Tumor
0.2
CPT0026420001
Normal
0.2
CPT0010170001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0065820001
Normal
0.2
CPT0012290003
Normal
0.2
CPT0020020001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0000890001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0026410003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0001540009
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0077320001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0077140001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0012550003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0001510001
Normal
0.1
CPT0009060003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0075570001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0023360001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0000640003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0063330001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0001190001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0002370001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0066470004
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0077110003
Tumor
0.0
CPT0076330003
Tumor
0.0
CPT0012180003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0078940001
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0011410003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0021240003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0006630003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0007860003
Tumor
-0.1
CPT0081990003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0081600003
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0086870003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0011240003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0084560003
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0092730003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0010160003
Tumor
-0.1
CPT0010110003
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0066480003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0012900004
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0012280003
Tumor
-0.2
CPT0012370003
Tumor
-0.2
CPT0078800003
Tumor
-0.2
CPT0025110003
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0017850003
Tumor
-0.2
CPT0088550004
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0009000003
Tumor
-0.2
CPT0088640003
Normal
-0.2
CPT0092790003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0088760003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0001340003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0017410003
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0079510001
Normal
-0.2
CPT0092190003
Normal
-0.2
CPT0000780007
Tumor
-0.2
CPT0088630003
Tumor
-0.2
CPT0063630003
Tumor
-0.3
CPT0071150004
Tumor
-0.3
CPT0086820003
Tumor
-0.3
CPT0001260009
Tumor
-0.3
CPT0078530001
Normal
-0.3
CPT0007320003
Tumor
-0.3
CPT0001270001
Normal
-0.3
CPT0089020003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0075130003
Tumor
-0.3
CPT0065430003
Tumor
-0.3
CPT0086950003
Tumor
-0.3
CPT0015910003
Tumor
-0.4
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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
