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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.
FARP1 is potential prognostic, high expression is unfavorable 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
22.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
73.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
56.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
46.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
44.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
39.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
39.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
39.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
37.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
37.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
36.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
35.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
35.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
34.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
30.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
29.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
29.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
29.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
28.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
27.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
26.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
26.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
25.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
25.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
25.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
23.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
22.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
21.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
21.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
20.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
19.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
19.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
18.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
18.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
18.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
17.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
17.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
17.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
17.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
17.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
17.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
16.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
16.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
15.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
15.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
15.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
14.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
14.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
14.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
14.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
13.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
13.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
13.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
13.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
12.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
12.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
11.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
11.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
9.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
9.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
8.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
8.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
8.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
7.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
FARP1 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
46.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
160.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
143.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
135.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
132.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
122.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
116.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
108.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
101.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
100.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
100.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
98.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
98.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
98.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
97.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
94.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
94.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
94.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
93.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
91.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
87.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
86.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
84.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
83.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
82.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
82.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
82.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
81.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
81.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
81.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
81.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
80.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
78.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
78.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
78.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
78.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
78.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
78.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
77.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
77.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
77.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
77.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
77.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
77.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
77.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
76.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
75.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
75.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
75.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
74.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
73.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
73.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
73.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
73.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
73.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
73.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
73.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
73.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
72.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
71.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
71.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
71.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
71.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
71.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
70.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
70.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
70.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
69.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
69.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
69.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
69.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
69.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
69.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
68.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
68.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
68.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
67.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
67.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
66.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
66.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
66.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
66.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
66.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
65.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
65.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
65.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
65.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
65.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
65.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
65.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
64.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
64.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
64.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
64.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
64.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
63.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
63.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
63.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
63.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
63.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
63.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
63.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
63.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
62.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
62.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
62.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
61.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
61.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
61.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
61.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
61.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
61.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
61.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
60.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
60.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
60.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
60.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
60.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
60.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
60.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
60.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
60.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
60.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
59.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
59.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
59.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
59.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
58.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
58.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
58.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
58.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
58.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
58.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
58.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
58.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
58.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
58.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
57.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
57.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
57.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
57.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
57.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
57.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
57.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
57.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
57.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
57.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
57.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
57.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
57.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
57.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
56.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
56.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
56.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
56.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
56.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
56.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
56.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
56.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
56.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
56.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
55.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
55.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
55.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
55.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
55.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
55.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
55.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
54.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
54.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
54.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
54.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
54.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
54.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
54.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
54.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
54.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
54.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
54.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
54.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
53.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
53.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
53.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
53.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
53.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
53.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
53.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
53.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
53.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
53.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
53.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
53.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
53.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
53.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
52.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
51.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
51.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
51.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
51.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
51.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
51.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
51.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
50.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
50.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
50.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
50.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
50.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
49.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
49.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
49.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
49.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
49.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
49.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
49.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
49.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
49.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
48.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
48.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
48.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
48.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
48.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
48.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
48.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
48.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
48.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
48.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
48.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
48.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
47.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
47.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
47.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
47.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
47.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
46.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
46.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
46.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
46.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
46.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
46.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
46.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
46.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
45.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
45.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
45.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
45.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
45.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
45.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
45.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
45.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
45.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
44.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
44.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
44.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
44.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
44.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
44.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
44.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
44.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
44.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
44.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
44.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
43.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
43.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
43.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
43.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
43.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
43.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
43.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
43.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
43.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
43.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
43.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
43.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
42.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
42.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
42.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
42.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
42.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
42.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
42.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
41.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
41.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
41.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
41.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
41.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
41.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
41.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
41.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
40.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
40.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
40.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
40.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
40.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
40.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
40.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
40.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
40.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
40.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
40.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
39.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
39.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
39.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
39.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
39.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
39.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
39.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
39.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
39.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
39.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
39.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
39.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
38.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
38.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
38.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
38.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
38.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
38.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
38.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
38.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
38.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
38.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
38.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
38.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
38.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
38.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
37.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
37.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
37.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
37.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
37.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
37.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
37.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
37.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
37.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
36.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
36.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
36.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
36.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
36.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
36.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
36.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
36.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
35.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
35.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
35.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
35.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
35.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
35.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
35.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
35.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
35.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
35.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
35.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
35.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
35.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
35.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
34.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
34.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
34.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
34.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
34.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
34.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
34.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
34.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
34.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
33.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
33.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
33.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
33.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
33.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
33.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
33.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
33.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
33.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
33.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
33.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
33.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
33.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
32.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
32.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
32.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
32.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
32.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
32.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
32.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
32.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
32.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
32.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
31.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
31.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
31.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
31.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
31.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
31.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
31.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
31.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
31.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
31.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
31.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
30.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
30.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
30.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
30.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
30.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
30.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
30.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
30.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
30.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
30.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
29.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
29.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
29.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
29.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
29.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
29.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
29.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
29.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
28.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
28.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
28.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
28.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
28.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
28.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
28.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
27.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
27.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
27.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
27.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
27.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
27.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
27.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
27.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
27.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
27.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
27.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
26.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
26.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
26.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
26.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
26.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
26.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
26.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
26.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
25.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
25.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
25.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
25.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
25.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
25.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
25.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
25.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
24.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
24.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
24.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
23.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
23.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
23.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
23.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
22.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
22.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
22.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
22.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
22.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
21.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
21.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
21.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
21.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
21.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
21.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
21.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
20.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
20.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
20.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
19.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
19.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
19.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
19.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
19.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
19.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
18.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
18.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
18.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
17.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
17.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
17.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
17.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
17.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
17.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
17.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
16.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
16.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
16.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
16.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
15.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
15.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
15.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
15.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
15.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
15.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
14.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
14.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
14.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
13.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
12.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
12.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
12.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
12.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
11.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
11.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
11.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
10.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
10.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
9.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
9.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
9.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
6.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
FARP1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
52.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
160.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
157.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
113.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
102.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
92.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
83.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
82.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
81.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
78.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
77.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
77.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
77.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
73.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
72.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
72.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
71.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
69.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
69.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
67.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
67.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
67.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
66.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
65.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
65.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
64.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
63.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
62.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
61.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
60.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
60.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
60.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
59.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
57.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
57.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
57.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
57.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
56.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
55.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
55.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
54.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
54.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
54.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
53.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
52.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
52.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
51.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
50.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
50.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
48.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
47.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
47.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
47.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
47.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
46.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
46.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
46.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
46.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
46.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
46.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
46.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
46.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
45.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
45.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
44.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
44.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
44.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
43.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
42.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
42.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
41.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
41.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
40.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
39.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
39.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
38.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
38.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
38.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
38.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
38.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
37.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
35.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
35.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
35.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
34.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
32.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
31.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
31.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
30.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
30.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
28.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
26.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
26.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
23.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
20.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
20.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
18.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
16.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 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.
FARP1 is potential prognostic, high expression is favorable 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
92.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
510.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
375.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
307.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
298.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
292.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
244.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
244.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
234.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
234.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
232.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
225.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
223.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
214.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
214.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
195.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
191.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
180.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
179.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
174.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
171.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
171.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
167.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
165.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
164.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
161.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
161.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
161.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
152.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
152.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
150.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
149.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
147.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
147.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
144.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
144.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
143.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
143.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
139.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
139.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
138.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
136.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
135.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
133.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
132.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
131.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
130.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
130.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
130.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
129.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
128.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
128.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
126.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
125.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
125.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
124.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
123.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
121.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
120.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
120.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
119.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
118.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
117.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
117.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
116.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
115.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
115.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
115.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
114.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
114.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
113.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
113.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
112.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
111.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
111.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
110.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
110.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
109.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
109.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
109.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
109.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
108.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
108.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
107.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
107.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
107.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
107.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
106.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
106.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
106.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
104.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
103.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
103.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
103.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
102.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
102.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
101.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
101.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
100.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
100.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
100.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
100.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
99.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
99.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
97.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
97.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
96.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
95.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
95.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
94.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
94.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
93.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
93.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
93.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
92.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
91.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
89.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
89.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
88.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
88.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
88.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
87.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
87.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
87.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
86.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
86.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
86.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
84.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
84.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
84.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
83.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
82.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
82.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
82.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
82.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
82.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
81.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
80.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
80.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
80.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
80.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
80.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
79.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
79.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
78.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
77.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
77.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
77.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
77.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
76.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
76.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
76.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
75.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
75.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
75.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
74.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
74.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
73.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
73.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
73.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
73.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
73.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
72.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
72.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
72.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
72.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
70.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
70.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
70.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
69.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
69.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
69.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
68.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
67.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
67.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
67.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
67.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
67.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
67.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
66.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
66.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
65.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
65.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
65.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
65.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
64.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
64.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
64.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
64.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
63.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
62.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
62.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
62.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
62.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
61.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
61.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
61.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
61.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
61.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
60.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
60.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
60.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
60.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
60.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
59.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
58.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
57.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
56.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
56.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
56.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
56.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
56.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
56.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
56.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
55.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
55.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
55.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
54.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
54.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
54.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
53.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
52.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
52.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
51.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
50.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
50.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
50.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
49.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
49.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
49.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
49.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
49.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
48.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
47.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
47.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
47.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
46.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
46.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
46.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
45.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
44.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
44.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
43.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
43.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
42.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
41.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
40.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
40.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
39.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
39.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
39.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
39.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
38.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
38.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
37.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
37.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
35.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
35.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
32.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
31.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
31.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
31.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
31.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
31.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
28.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
28.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
27.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
27.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
27.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
27.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
27.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
26.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
25.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
25.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
24.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
23.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
21.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
21.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
18.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
17.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
17.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
14.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
14.4
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078800003
Tumor
1.3
CPT0011410003
Tumor
0.9
CPT0088970003
Tumor
0.8
CPT0012770003
Normal
0.7
CPT0001230001
Normal
0.6
CPT0009080003
Normal
0.6
CPT0001350001
Normal
0.6
CPT0020130001
Normal
0.6
CPT0012640003
Normal
0.6
CPT0025920001
Normal
0.5
CPT0079300001
Normal
0.5
CPT0088640003
Normal
0.5
CPT0007470001
Normal
0.5
CPT0023710001
Normal
0.5
CPT0012570003
Normal
0.5
CPT0063640001
Normal
0.5
CPT0012090003
Normal
0.5
CPT0088500001
Normal
0.5
CPT0018250001
Normal
0.5
CPT0065450001
Normal
0.5
CPT0010170001
Normal
0.5
CPT0000790001
Normal
0.5
CPT0017450001
Normal
0.5
CPT0088780001
Normal
0.4
CPT0075170001
Normal
0.4
CPT0069010001
Normal
0.4
CPT0079430001
Normal
0.4
CPT0064400001
Normal
0.4
CPT0001510001
Normal
0.4
CPT0066520001
Normal
0.4
CPT0092740003
Normal
0.4
CPT0001550001
Normal
0.4
CPT0006730001
Normal
0.4
CPT0066430001
Normal
0.4
CPT0076350001
Normal
0.4
CPT0014350001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0025610001
Normal
0.4
CPT0082010001
Normal
0.4
CPT0020020001
Normal
0.4
CPT0075570001
Normal
0.4
CPT0009020003
Normal
0.4
CPT0089480003
Normal
0.3
CPT0088710001
Normal
0.3
CPT0013790003
Normal
0.3
CPT0078940001
Normal
0.3
CPT0069190001
Normal
0.3
CPT0092310003
Normal
0.3
CPT0086890003
Normal
0.3
CPT0006950001
Normal
0.3
CPT0000890001
Normal
0.3
CPT0077140001
Normal
0.3
CPT0025580004
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0087050003
Normal
0.3
CPT0025170003
Tumor
0.3
CPT0012290003
Normal
0.3
CPT0006530001
Normal
0.3
CPT0025060001
Normal
0.3
CPT0086830003
Normal
0.3
CPT0023360001
Normal
0.3
CPT0079000001
Normal
0.3
CPT0086970003
Normal
0.3
CPT0000660001
Normal
0.3
CPT0088920001
Normal
0.2
CPT0078670001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0002370001
Normal
0.2
CPT0026420001
Normal
0.2
CPT0007870001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0025880003
Tumor
0.2
CPT0014130001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0019160001
Normal
0.2
CPT0024680001
Normal
0.2
CPT0014450004
Tumor
0.2
CPT0063330001
Normal
0.2
CPT0081620001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0089040001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0077320001
Normal
0.1
CPT0084590001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0021240003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0069000003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0066470004
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0025350003
Tumor
-0.2
CPT0011240003
Tumor
-0.2
CPT0002270011
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0025230003
Tumor
-0.2
CPT0009060003
Tumor
-0.2
CPT0017850003
Tumor
-0.2
CPT0026410003
Tumor
-0.2
CPT0086360003
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0092190003
Normal
-0.2
CPT0015910003
Tumor
-0.2
CPT0079270003
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0079480003
Tumor
-0.3
CPT0075720003
Tumor
-0.3
CPT0065870003
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0066480003
Tumor
-0.3
CPT0009000003
Tumor
-0.3
CPT0079230003
Tumor
-0.3
CPT0015730003
Tumor
-0.3
CPT0086030003
Tumor
-0.3
CPT0025290003
Tumor
-0.3
CPT0065430003
Tumor
-0.3
CPT0078830003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0063320003
Tumor
-0.3
CPT0077490003
Tumor
-0.3
CPT0071150004
Tumor
-0.3
CPT0077110003
Tumor
-0.3
CPT0078930003
Tumor
-0.3
CPT0000640003
Tumor
-0.3
CPT0025050003
Tumor
-0.3
CPT0023690003
Tumor
-0.4
CPT0001500009
Tumor
-0.4
CPT0012670003
Tumor
-0.4
CPT0078990003
Tumor
-0.4
CPT0010160003
Tumor
-0.4
CPT0064370003
Tumor
-0.4
CPT0000870016
Tumor
-0.4
CPT0079380003
Tumor
-0.4
CPT0079410003
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0063630003
Tumor
-0.5
CPT0086870003
Tumor
-0.5
CPT0014370004
Tumor
-0.5
CPT0012900004
Tumor
-0.5
CPT0075560003
Tumor
-0.5
CPT0075130003
Tumor
-0.5
CPT0088480003
Tumor
-0.5
CPT0000780007
Tumor
-0.5
CPT0088630003
Tumor
-0.5
CPT0092730003
Tumor
-0.5
CPT0078510003
Tumor
-0.5
CPT0088550004
Tumor
-0.5
CPT0015810003
Tumor
-0.6
CPT0088690003
Tumor
-0.6
CPT0065930003
Tumor
-0.6
CPT0081990003
Tumor
-0.6
CPT0089460004
Tumor
-0.6
CPT0007860003
Tumor
-0.6
CPT0065690003
Tumor
-0.6
CPT0020120003
Tumor
-0.6
CPT0006440003
Tumor
-0.7
CPT0024670003
Tumor
-0.7
CPT0012280003
Tumor
-0.7
CPT0085670003
Tumor
-0.7
CPT0017410003
Tumor
-0.7
CPT0001540009
Tumor
-0.7
CPT0086950003
Tumor
-0.8
CPT0025110003
Tumor
-0.8
CPT0084560003
Tumor
-0.8
CPT0078660003
Tumor
-0.8
CPT0012550003
Tumor
-0.8
CPT0001180009
Tumor
-0.8
CPT0086820003
Tumor
-0.8
CPT0081600003
Tumor
-0.9
CPT0001260009
Tumor
-1.0
CPT0076330003
Tumor
-1.1
CPT0079180003
Tumor
-1.1
CPT0069160003
Tumor
-1.1
CPT0002350011
Tumor
-1.1
CPT0023350003
Tumor
-1.2
CPT0081880003
Tumor
-1.2
CPT0012180003
Tumor
-1.2
CPT0001340003
Tumor
-1.6
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
