We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
SF3B6 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
49.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
349.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
134.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
100.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
85.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
77.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
71.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
66.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
59.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
59.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
57.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
57.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
55.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
54.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
53.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
52.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
51.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
51.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
51.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
51.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
49.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
49.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
48.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
48.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
46.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
45.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
45.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
45.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
43.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
43.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
43.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
42.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
42.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
41.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
40.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
39.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
38.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
37.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
37.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
36.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
36.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
36.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
36.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
36.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
35.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
35.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
35.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
34.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
33.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
33.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
32.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
32.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
30.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
30.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
30.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
29.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
27.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
25.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
23.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
21.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
20.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
20.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
19.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
18.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 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.
SF3B6 is not prognostic 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
97.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
230.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
208.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
208.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
204.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
201.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
197.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
194.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
188.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
181.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
181.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
172.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
169.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
163.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
161.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
155.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
151.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
150.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
147.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
146.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
145.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
144.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
143.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
141.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
140.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
139.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
138.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
137.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
136.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
136.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
136.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
136.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
136.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
135.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
135.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
135.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
135.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
135.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
133.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
133.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
132.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
132.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
132.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
131.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
131.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
130.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
129.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
129.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
129.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
128.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
128.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
127.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
127.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
126.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
126.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
125.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
125.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
125.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
125.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
125.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
125.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
124.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
124.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
124.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
124.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
124.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
124.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
123.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
123.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
123.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
123.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
123.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
122.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
122.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
122.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
122.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
122.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
122.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
122.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
121.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
121.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
121.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
121.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
120.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
120.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
120.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
119.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
119.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
119.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
119.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
119.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
118.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
118.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
117.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
117.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
117.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
117.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
117.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
117.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
116.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
116.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
116.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
116.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
116.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
116.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
116.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
115.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
115.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
115.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
115.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
115.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
115.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
114.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
114.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
114.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
114.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
114.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
114.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
114.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
114.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
114.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
113.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
113.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
113.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
112.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
112.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
112.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
112.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
112.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
112.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
111.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
111.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
111.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
111.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
111.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
111.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
111.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
110.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
110.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
110.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
110.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
110.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
110.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
110.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
110.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
110.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
109.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
109.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
109.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
109.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
109.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
109.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
108.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
108.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
108.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
108.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
108.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
108.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
108.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
108.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
108.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
107.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
107.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
107.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
107.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
107.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
106.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
106.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
106.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
106.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
106.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
105.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
105.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
105.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
105.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
105.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
105.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
105.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
105.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
105.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
105.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
104.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
104.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
104.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
104.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
104.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
104.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
103.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
103.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
103.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
103.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
103.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
103.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
103.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
103.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
103.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
103.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
103.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
103.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
103.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
103.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
103.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
103.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
102.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
102.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
102.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
102.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
102.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
102.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
102.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
102.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
102.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
101.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
101.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
101.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
101.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
101.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
101.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
101.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
100.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
100.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
100.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
100.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
100.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
100.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
100.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
100.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
100.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
100.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
100.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
100.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
100.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
99.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
99.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
99.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
99.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
99.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
99.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
99.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
99.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
99.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
99.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
98.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
98.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
98.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
98.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
98.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
98.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
98.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
98.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
98.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
98.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
97.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
97.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
97.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
97.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
97.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
97.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
97.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
97.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
97.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
97.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
97.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
97.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
96.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
96.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
96.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
96.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
95.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
95.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
95.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
95.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
95.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
95.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
95.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
95.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
95.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
95.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
95.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
95.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
95.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
95.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
95.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
95.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
95.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
95.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
95.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
94.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
94.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
94.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
94.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
94.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
93.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
93.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
93.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
93.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
93.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
93.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
93.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
93.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
93.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
93.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
93.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
92.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
92.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
92.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
92.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
92.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
92.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
92.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
92.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
92.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
92.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
92.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
91.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
91.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
91.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
91.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
91.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
91.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
91.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
90.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
90.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
90.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
90.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
90.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
90.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
90.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
90.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
90.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
90.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
90.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
89.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
89.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
89.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
89.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
89.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
88.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
88.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
88.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
88.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
88.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
88.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
88.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
88.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
88.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
87.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
87.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
87.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
87.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
87.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
87.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
87.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
87.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
86.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
86.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
86.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
86.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
86.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
85.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
85.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
85.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
85.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
85.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
85.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
84.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
84.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
84.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
83.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
83.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
83.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
83.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
83.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
83.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
82.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
82.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
82.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
82.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
82.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
82.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
82.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
82.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
82.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
81.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
81.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
81.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
81.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
81.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
81.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
80.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
80.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
80.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
80.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
80.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
80.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
80.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
79.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
79.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
79.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
79.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
79.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
79.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
79.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
79.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
79.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
79.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
78.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
78.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
78.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
78.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
77.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
77.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
77.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
77.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
77.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
77.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
76.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
76.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
76.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
76.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
76.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
76.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
76.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
75.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
75.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
75.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
75.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
75.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
74.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
74.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
74.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
74.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
74.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
73.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
73.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
73.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
73.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
73.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
72.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
72.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
72.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
72.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
72.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
72.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
71.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
71.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
71.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
71.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
71.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
71.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
71.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
71.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
70.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
70.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
70.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
70.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
69.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
69.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
68.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
68.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
68.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
68.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
68.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
68.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
68.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
68.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
67.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
66.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
66.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
66.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
65.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
64.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
64.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
63.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
63.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
63.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
63.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
62.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
62.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
62.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
61.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
61.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
60.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
59.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
59.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
58.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
58.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
58.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
57.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
57.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
56.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
55.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
55.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
55.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
55.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
55.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
55.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
53.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
52.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
52.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
52.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
52.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
51.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
49.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
49.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
49.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
49.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
48.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
46.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
46.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
45.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
44.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
43.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
42.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
41.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
41.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
39.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
38.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
32.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
29.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
23.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 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.
SF3B6 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
112.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
548.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
209.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
165.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
154.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
152.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
147.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
146.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
144.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
141.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
140.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
138.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
137.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
137.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
136.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
132.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
131.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
130.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
129.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
129.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
127.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
125.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
124.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
123.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
123.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
121.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
120.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
119.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
117.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
117.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
116.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
116.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
116.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
115.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
115.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
115.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
114.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
113.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
113.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
113.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
112.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
111.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
111.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
111.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
110.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
110.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
109.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
109.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
107.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
107.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
106.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
106.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
104.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
104.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
103.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
103.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
102.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
102.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
102.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
101.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
101.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
100.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
100.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
100.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
100.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
99.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
99.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
99.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
98.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
98.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
96.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
96.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
95.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
95.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
95.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
94.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
94.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
94.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
93.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
92.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
92.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
91.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
89.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
89.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
88.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
87.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
86.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
83.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
82.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
81.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
81.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
79.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
79.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
78.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
76.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
75.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
75.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
75.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
74.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
68.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SF3B6 is potential prognostic, high expression is unfavorable 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
88.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
231.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
214.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
213.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
210.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
202.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
189.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
189.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
186.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
186.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
182.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
173.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
167.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
166.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
164.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
162.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
160.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
160.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
156.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
152.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
146.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
145.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
144.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
142.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
142.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
140.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
138.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
138.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
137.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
133.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
133.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
130.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
128.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
127.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
127.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
127.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
126.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
125.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
123.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
121.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
121.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
121.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
121.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
120.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
120.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
120.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
119.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
119.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
117.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
117.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
116.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
115.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
115.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
114.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
113.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
112.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
112.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
112.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
112.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
111.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
111.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
110.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
110.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
108.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
108.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
108.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
107.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
107.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
107.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
107.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
107.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
107.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
106.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
105.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
105.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
105.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
105.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
104.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
104.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
104.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
104.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
103.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
102.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
102.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
101.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
101.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
101.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
100.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
100.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
99.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
99.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
99.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
98.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
97.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
96.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
95.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
95.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
95.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
95.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
95.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
95.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
95.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
94.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
94.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
94.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
94.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
93.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
93.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
93.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
93.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
93.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
93.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
92.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
92.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
91.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
91.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
91.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
90.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
90.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
89.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
89.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
89.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
89.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
89.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
89.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
88.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
88.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
88.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
88.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
88.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
88.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
88.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
87.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
87.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
86.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
86.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
86.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
86.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
85.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
85.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
85.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
85.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
85.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
85.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
85.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
84.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
84.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
83.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
82.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
82.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
82.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
82.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
81.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
81.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
81.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
81.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
81.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
80.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
80.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
80.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
79.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
79.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
78.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
78.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
78.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
78.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
77.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
77.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
76.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
76.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
76.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
76.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
76.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
75.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
75.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
75.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
75.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
75.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
75.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
75.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
74.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
74.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
73.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
73.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
73.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
73.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
72.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
72.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
71.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
71.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
71.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
71.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
71.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
71.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
70.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
70.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
70.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
69.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
69.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
69.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
68.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
68.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
67.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
67.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
67.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
67.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
66.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
66.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
65.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
64.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
63.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
63.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
63.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
63.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
63.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
62.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
61.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
61.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
61.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
61.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
60.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
60.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
59.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
59.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
58.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
58.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
58.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
57.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
57.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
57.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
57.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
56.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
56.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
56.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
56.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
54.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
54.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
54.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
54.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
53.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
51.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
51.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
51.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
51.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
50.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
49.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
48.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
48.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
48.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
47.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
45.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
45.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
45.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
44.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
44.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
43.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
42.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
39.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
39.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
38.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
38.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
37.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
37.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
37.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
37.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
36.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
35.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
35.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
35.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
34.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
32.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
30.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
30.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
29.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
28.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
27.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
27.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
26.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
24.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
21.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
20.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
15.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
13.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0009060003
Tumor
0.5
CPT0012900004
Tumor
0.5
CPT0079510001
Normal
0.4
CPT0006440003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0001340003
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0077110003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0025580004
Tumor
0.4
CPT0026410003
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0071150004
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0024680001
Normal
0.3
CPT0078930003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0077320001
Normal
0.3
CPT0006900003
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0014370004
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0084590001
Normal
0.2
CPT0084560003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0014450004
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0017450001
Normal
0.2
CPT0011240003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0025350003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0007870001
Normal
0.2
CPT0012080003
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0065870003
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0088780001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0092730003
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0014130001
Normal
0.1
CPT0021240003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0086030003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0001180009
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0023360001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0092740003
Normal
0.0
CPT0087050003
Normal
0.0
CPT0088500001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0092310003
Normal
0.0
CPT0012770003
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0019160001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0011410003
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0081880003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0001350001
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0088690003
Tumor
-0.1
CPT0012550003
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0063630003
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0076330003
Tumor
-0.1
CPT0000640003
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0023690003
Tumor
-0.1
CPT0069000003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0025230003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0025110003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0089040001
Normal
-0.3
CPT0001500009
Tumor
-0.3
CPT0023350003
Tumor
-0.3
CPT0078510003
Tumor
-0.8
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
