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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.
RBIS is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
42.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
127.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
126.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
85.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
73.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
63.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
60.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
60.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
59.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
59.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
59.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
58.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
58.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
58.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
57.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
57.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
57.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
56.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
54.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
54.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
54.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
54.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
53.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
50.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
50.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
49.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
48.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
48.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
46.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
45.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
44.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
44.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
43.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
42.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
42.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
41.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
40.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
39.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
39.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
39.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
38.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
38.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
38.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
37.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
34.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
33.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
29.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
28.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
28.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
21.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
21.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
20.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
20.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
17.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
15.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
15.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
14.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
13.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
12.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
11.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
4.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RBIS is potential prognostic, high expression is unfavorable 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
78.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
291.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
232.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
214.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
191.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
184.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
179.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
178.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
173.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
165.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
155.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
153.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
149.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
149.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
149.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
147.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
147.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
145.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
145.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
143.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
143.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
137.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
137.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
134.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
133.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
131.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
130.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
128.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
128.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
127.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
126.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
125.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
125.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
122.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
121.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
121.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
119.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
119.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
117.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
117.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
116.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
116.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
116.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
116.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
116.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
115.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
114.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
114.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
112.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
112.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
112.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
111.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
108.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
108.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
108.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
107.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
107.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
106.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
106.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
104.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
104.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
104.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
104.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
104.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
103.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
103.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
103.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
102.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
102.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
101.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
101.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
101.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
101.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
100.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
100.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
100.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
100.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
100.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
100.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
100.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
100.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
99.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
99.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
99.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
99.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
98.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
98.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
98.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
97.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
97.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
96.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
96.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
96.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
96.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
95.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
95.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
95.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
95.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
95.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
94.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
94.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
94.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
94.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
94.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
94.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
93.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
93.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
93.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
93.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
93.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
93.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
92.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
92.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
92.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
92.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
91.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
91.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
91.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
91.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
91.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
90.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
90.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
90.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
90.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
90.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
90.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
89.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
89.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
89.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
89.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
88.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
88.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
88.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
88.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
87.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
87.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
87.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
87.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
87.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
86.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
86.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
86.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
86.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
86.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
86.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
86.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
86.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
85.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
85.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
85.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
85.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
85.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
85.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
85.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
85.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
85.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
85.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
84.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
84.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
84.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
84.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
84.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
84.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
83.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
83.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
83.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
83.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
83.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
82.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
82.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
82.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
82.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
82.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
82.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
82.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
82.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
82.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
82.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
82.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
82.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
82.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
81.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
81.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
81.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
81.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
81.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
81.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
81.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
81.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
81.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
81.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
80.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
80.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
80.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
80.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
80.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
79.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
79.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
79.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
79.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
79.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
79.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
79.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
79.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
79.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
79.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
79.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
78.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
78.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
78.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
78.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
78.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
78.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
77.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
77.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
77.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
77.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
76.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
76.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
76.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
76.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
76.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
76.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
76.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
76.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
76.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
76.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
76.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
76.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
76.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
75.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
75.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
75.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
75.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
75.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
75.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
75.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
75.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
75.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
75.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
75.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
75.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
75.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
75.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
74.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
74.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
74.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
74.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
74.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
74.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
74.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
74.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
74.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
74.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
74.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
73.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
73.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
73.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
73.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
73.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
73.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
73.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
73.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
73.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
73.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
73.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
73.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
73.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
73.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
72.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
72.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
72.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
72.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
72.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
72.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
72.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
72.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
72.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
72.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
72.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
72.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
72.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
71.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
71.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
71.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
71.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
71.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
71.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
71.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
70.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
70.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
70.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
70.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
70.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
70.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
70.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
70.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
70.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
69.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
69.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
69.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
69.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
69.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
69.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
69.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
69.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
69.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
69.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
69.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
69.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
69.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
69.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
69.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
69.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
69.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
68.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
68.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
68.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
68.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
68.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
68.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
68.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
68.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
68.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
68.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
68.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
68.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
68.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
68.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
68.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
67.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
67.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
67.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
67.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
67.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
67.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
67.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
67.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
67.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
67.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
67.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
67.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
67.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
67.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
67.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
66.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
66.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
66.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
66.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
66.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
66.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
65.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
65.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
65.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
65.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
65.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
65.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
65.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
65.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
64.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
64.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
64.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
64.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
64.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
64.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
64.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
64.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
64.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
64.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
63.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
63.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
63.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
63.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
63.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
63.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
63.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
62.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
62.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
62.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
62.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
62.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
62.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
62.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
62.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
62.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
62.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
61.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
61.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
61.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
61.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
61.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
61.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
61.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
61.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
61.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
61.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
61.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
61.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
61.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
61.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
61.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
61.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
60.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
60.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
60.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
60.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
60.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
59.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
59.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
59.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
59.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
59.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
58.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
58.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
58.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
58.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
58.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
58.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
58.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
58.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
57.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
57.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
57.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
57.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
57.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
57.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
57.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
56.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
56.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
56.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
56.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
56.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
56.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
56.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
56.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
56.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
56.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
56.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
56.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
55.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
55.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
55.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
55.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
55.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
55.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
54.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
54.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
54.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
54.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
54.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
53.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
53.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
53.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
53.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
53.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
52.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
52.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
52.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
52.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
52.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
52.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
52.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
52.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
51.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
51.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
51.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
51.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
51.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
51.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
50.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
50.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
50.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
50.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
50.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
49.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
49.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
49.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
49.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
49.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
49.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
49.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
48.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
48.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
48.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
48.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
47.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
47.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
47.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
46.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
46.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
46.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
46.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
46.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
45.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
45.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
45.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
45.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
45.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
43.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
43.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
43.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
42.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
42.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
42.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
41.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
41.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
40.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
39.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
39.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
37.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
37.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
36.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
35.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
34.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
33.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
32.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
31.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
31.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
30.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
30.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
29.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 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.
RBIS 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
77.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
153.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
133.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
131.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
123.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
120.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
120.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
115.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
108.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
108.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
107.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
104.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
101.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
98.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
97.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
95.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
94.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
94.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
93.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
92.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
91.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
90.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
89.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
89.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
88.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
87.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
87.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
86.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
85.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
84.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
84.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
84.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
82.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
81.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
80.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
79.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
79.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
79.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
79.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
79.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
78.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
78.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
78.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
78.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
78.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
77.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
77.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
76.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
76.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
76.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
75.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
74.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
74.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
74.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
74.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
74.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
74.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
73.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
73.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
73.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
73.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
72.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
71.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
71.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
70.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
70.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
69.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
69.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
69.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
66.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
66.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
65.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
65.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
65.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
64.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
64.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
63.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
63.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
60.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
59.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
57.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
56.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
55.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
55.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
55.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
55.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
54.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
54.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
54.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
53.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
53.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
53.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
52.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
50.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
48.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
47.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
45.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
45.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
42.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
39.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
RBIS is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
58.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
226.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
178.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
169.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
164.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
151.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
148.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
139.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
135.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
127.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
126.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
123.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
122.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
116.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
115.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
113.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
112.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
111.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
108.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
107.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
105.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
103.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
101.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
101.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
99.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
99.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
98.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
98.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
95.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
95.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
95.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
94.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
93.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
93.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
92.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
91.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
90.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
89.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
88.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
88.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
87.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
86.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
86.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
86.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
86.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
86.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
85.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
84.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
83.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
82.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
82.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
81.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
81.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
81.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
81.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
81.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
80.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
80.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
79.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
79.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
78.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
78.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
78.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
77.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
77.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
76.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
76.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
75.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
74.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
74.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
74.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
73.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
72.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
72.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
71.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
71.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
70.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
69.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
69.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
69.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
69.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
69.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
68.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
68.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
68.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
68.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
68.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
68.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
68.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
67.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
67.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
66.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
66.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
66.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
66.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
65.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
65.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
64.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
64.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
64.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
64.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
64.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
64.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
64.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
63.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
63.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
63.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
63.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
63.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
63.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
62.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
62.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
62.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
62.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
61.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
61.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
61.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
61.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
60.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
60.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
60.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
59.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
59.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
59.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
59.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
59.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
59.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
59.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
58.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
58.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
58.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
57.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
57.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
57.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
56.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
56.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
56.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
56.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
56.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
56.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
55.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
55.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
55.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
55.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
55.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
55.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
54.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
54.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
54.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
53.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
52.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
52.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
52.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
52.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
52.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
52.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
51.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
51.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
51.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
50.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
50.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
50.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
50.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
49.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
49.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
49.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
48.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
48.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
48.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
48.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
48.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
48.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
48.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
47.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
47.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
46.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
46.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
46.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
46.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
46.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
46.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
45.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
45.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
45.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
44.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
44.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
44.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
43.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
43.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
42.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
42.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
42.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
42.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
42.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
41.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
41.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
40.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
40.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
40.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
39.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
39.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
39.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
39.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
39.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
39.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
38.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
38.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
38.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
38.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
37.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
36.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
36.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
36.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
36.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
34.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
34.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
34.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
34.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
34.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
33.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
33.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
33.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
33.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
33.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
33.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
33.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
33.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
32.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
32.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
32.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
32.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
32.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
32.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
32.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
31.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
29.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
29.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
29.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
29.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
29.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
29.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
28.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
27.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
26.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
25.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
24.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
24.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
24.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
24.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
24.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
23.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
22.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
22.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
21.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
21.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
19.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
18.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
18.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
18.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
18.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
17.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
17.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
16.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
16.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
15.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
15.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
14.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
14.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
14.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
13.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
13.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
11.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
11.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
10.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
9.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
9.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
1.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
