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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SNRPF 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
20.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
71.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
43.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
38.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
37.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
36.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
32.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
30.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
29.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
26.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
26.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
25.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
25.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
25.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
25.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
25.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
24.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
24.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
24.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
23.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
23.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
22.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
22.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
22.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
22.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
21.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
21.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
21.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
21.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
21.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
21.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
21.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
20.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
20.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
20.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
19.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
19.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
18.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
18.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
18.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
18.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
18.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
17.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
17.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
17.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
17.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
16.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
16.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
15.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
15.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
15.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
14.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
14.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
14.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
14.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
12.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
11.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
11.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
10.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
9.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
8.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
7.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
6.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
SNRPF 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
24.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
141.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
69.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
69.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
60.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
57.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
54.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
53.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
52.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
52.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
51.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
51.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
48.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
48.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
46.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
45.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
44.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
43.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
42.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
42.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
42.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
41.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
41.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
41.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
40.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
40.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
40.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
38.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
38.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
37.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
37.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
37.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
37.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
37.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
36.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
36.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
36.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
36.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
36.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
35.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
35.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
35.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
35.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
35.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
35.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
35.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
35.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
35.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
35.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
35.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
34.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
34.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
34.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
34.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
33.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
33.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
33.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
33.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
33.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
33.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
33.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
32.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
32.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
32.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
32.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
31.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
31.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
31.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
31.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
31.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
31.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
31.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
31.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
31.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
31.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
31.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
30.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
30.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
30.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
30.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
30.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
30.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
30.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
30.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
30.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
30.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
30.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
30.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
30.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
29.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
29.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
29.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
29.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
29.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
29.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
29.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
29.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
29.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
29.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
29.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
29.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
29.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
29.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
28.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
28.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
28.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
28.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
28.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
28.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
28.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
28.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
28.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
28.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
28.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
28.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
28.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
28.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
28.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
28.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
27.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
27.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
27.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
27.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
27.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
27.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
27.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
27.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
27.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
27.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
27.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
27.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
27.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
27.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
27.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
27.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
27.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
26.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
26.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
26.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
26.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
26.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
26.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
26.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
26.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
26.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
26.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
26.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
26.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
26.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
26.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
26.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
26.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
26.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
26.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
26.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
26.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
26.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
26.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
26.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
26.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
25.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
25.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
25.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
25.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
25.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
25.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
25.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
25.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
25.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
25.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
25.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
25.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
25.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
25.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
25.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
25.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
25.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
25.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
25.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
25.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
25.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
25.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
25.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
25.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
25.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
24.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
24.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
24.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
24.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
24.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
24.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
24.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
24.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
24.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
24.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
24.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
24.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
24.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
24.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
24.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
24.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
24.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
24.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
24.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
24.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
24.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
24.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
24.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
24.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
24.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
24.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
24.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
24.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
24.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
24.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
24.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
23.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
23.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
23.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
23.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
23.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
23.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
23.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
23.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
23.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
23.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
23.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
23.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
23.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
23.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
23.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
23.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
23.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
23.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
23.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
23.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
23.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
23.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
23.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
23.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
23.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
23.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
23.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
23.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
23.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
23.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
23.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
23.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
23.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
23.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
23.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
23.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
23.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
23.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
23.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
23.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
23.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
23.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
23.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
23.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
23.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
23.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
23.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
22.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
22.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
22.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
22.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
22.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
22.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
22.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
22.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
22.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
22.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
22.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
22.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
22.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
22.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
22.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
22.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
22.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
22.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
22.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
22.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
22.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
22.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
22.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
22.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
22.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
22.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
22.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
22.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
22.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
22.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
22.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
22.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
21.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
21.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
21.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
21.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
21.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
21.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
21.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
21.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
21.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
21.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
21.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
21.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
21.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
21.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
21.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
21.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
21.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
21.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
21.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
21.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
21.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
21.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
21.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
21.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
21.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
21.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
21.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
21.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
21.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
21.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
21.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
21.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
21.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
21.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
21.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
21.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
21.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
21.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
21.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
21.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
21.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
21.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
21.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
21.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
21.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
21.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
21.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
21.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
21.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
21.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
20.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
20.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
20.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
20.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
20.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
20.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
20.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
20.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
20.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
20.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
20.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
20.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
20.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
20.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
20.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
20.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
20.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
20.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
20.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
20.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
20.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
20.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
20.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
20.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
20.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
20.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
20.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
20.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
20.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
20.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
20.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
20.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
20.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
20.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
20.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
20.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
20.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
20.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
20.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
20.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
20.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
20.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
20.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
19.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
19.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
19.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
19.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
19.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
19.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
19.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
19.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
19.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
19.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
19.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
19.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
19.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
19.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
19.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
19.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
19.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
19.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
19.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
19.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
19.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
19.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
19.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
19.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
19.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
19.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
18.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
18.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
18.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
18.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
18.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
18.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
18.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
18.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
18.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
18.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
18.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
18.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
18.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
18.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
18.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
18.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
18.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
18.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
18.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
18.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
18.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
18.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
18.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
18.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
18.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
18.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
17.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
17.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
17.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
17.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
17.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
17.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
17.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
17.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
17.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
17.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
17.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
17.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
17.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
17.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
17.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
17.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
17.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
17.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
17.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
17.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
17.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
17.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
17.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
17.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
17.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
17.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
17.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
17.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
17.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
16.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
16.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
16.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
16.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
16.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
16.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
16.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
16.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
16.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
16.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
16.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
16.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
16.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
16.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
16.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
15.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
15.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
15.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
15.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
15.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
15.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
15.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
15.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
15.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
15.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
15.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
14.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
14.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
14.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
13.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
13.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
13.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
13.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
13.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
13.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
13.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
13.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
12.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
12.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
12.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
12.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
11.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
11.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
11.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
10.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
10.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
7.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 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.
SNRPF 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
23.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
52.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
49.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
44.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
42.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
42.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
40.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
38.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
36.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
36.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
36.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
31.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
30.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
30.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
29.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
28.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
28.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
28.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
27.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
27.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
27.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
27.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
26.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
26.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
26.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
26.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
26.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
25.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
25.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
24.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
24.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
24.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
24.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
24.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
24.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
23.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
23.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
23.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
23.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
23.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
23.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
23.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
23.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
23.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
22.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
22.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
21.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
21.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
21.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
21.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
21.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
21.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
21.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
20.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
20.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
20.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
20.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
20.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
20.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
20.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
19.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
19.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
19.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
19.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
19.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
19.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
19.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
19.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
19.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
19.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
19.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
19.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
18.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
18.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
18.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
17.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
17.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
17.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
17.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
17.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
17.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
17.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
17.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
17.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
17.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
16.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
16.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
16.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
16.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
16.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
16.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
15.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
14.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
13.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
13.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
13.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SNRPF is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
30.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
115.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
93.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
79.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
70.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
66.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
66.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
65.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
63.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
63.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
62.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
62.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
62.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
61.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
61.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
57.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
57.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
55.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
55.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
55.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
54.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
54.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
54.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
53.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
52.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
52.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
51.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
51.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
50.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
50.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
50.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
50.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
50.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
50.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
50.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
49.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
49.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
47.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
46.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
46.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
46.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
45.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
44.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
44.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
44.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
44.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
44.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
44.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
43.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
43.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
43.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
43.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
43.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
42.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
42.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
42.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
41.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
41.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
41.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
40.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
40.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
40.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
40.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
40.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
40.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
39.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
39.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
39.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
39.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
39.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
38.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
38.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
38.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
38.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
38.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
37.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
37.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
37.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
36.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
36.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
36.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
36.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
36.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
36.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
36.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
36.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
36.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
36.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
35.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
35.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
35.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
35.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
35.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
35.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
35.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
34.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
34.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
34.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
34.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
34.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
34.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
34.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
33.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
33.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
33.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
33.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
33.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
33.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
33.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
33.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
33.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
32.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
32.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
32.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
32.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
32.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
32.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
32.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
32.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
31.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
31.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
31.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
31.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
31.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
31.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
31.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
31.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
31.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
30.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
30.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
30.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
30.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
30.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
30.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
30.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
30.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
30.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
30.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
30.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
29.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
29.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
29.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
29.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
29.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
29.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
29.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
29.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
28.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
28.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
28.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
28.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
28.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
28.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
28.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
28.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
28.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
28.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
28.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
28.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
27.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
27.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
27.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
27.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
27.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
27.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
27.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
26.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
26.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
26.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
26.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
26.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
26.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
26.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
26.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
25.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
25.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
25.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
25.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
25.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
25.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
25.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
25.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
25.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
25.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
24.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
24.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
24.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
24.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
24.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
24.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
24.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
24.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
23.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
23.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
23.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
23.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
23.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
23.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
22.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
22.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
22.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
22.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
22.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
22.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
22.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
22.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
22.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
21.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
21.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
21.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
21.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
21.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
21.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
20.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
20.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
20.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
20.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
20.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
20.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
20.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
19.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
19.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
19.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
18.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
18.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
18.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
18.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
17.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
17.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
17.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
17.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
17.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
17.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
17.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
17.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
17.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
16.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
16.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
15.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
15.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
15.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
15.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
14.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
14.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
14.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
14.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
14.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
14.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
13.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
13.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
13.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
13.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
13.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
13.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
13.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
13.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
13.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
12.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
12.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
12.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
12.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
12.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
12.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
11.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
11.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
11.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
10.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
9.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
8.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
8.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
8.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
8.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
7.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
7.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
6.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
6.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
6.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
5.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
5.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
0.7
CPT0017850003
Tumor
0.7
CPT0017410003
Tumor
0.6
CPT0012640003
Normal
0.5
CPT0014450004
Tumor
0.4
CPT0077110003
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0092190003
Normal
0.4
CPT0077320001
Normal
0.4
CPT0025580004
Tumor
0.4
CPT0024670003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0001340003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0012900004
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0014470001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0010110003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0069160003
Tumor
0.2
CPT0001180009
Tumor
0.2
CPT0009080003
Normal
0.2
CPT0075170001
Normal
0.2
CPT0084590001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0088480003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0012920003
Normal
0.2
CPT0025610001
Normal
0.2
CPT0086870003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0081600003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0012770003
Normal
0.1
CPT0001190001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0007870001
Normal
0.1
CPT0084560003
Tumor
0.1
CPT0009020003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0079430001
Normal
0.0
CPT0023350003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0002370001
Normal
0.0
CPT0069190001
Normal
N/A
CPT0079230003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0012290003
Normal
0.0
CPT0065820001
Normal
0.0
CPT0088550004
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0078940001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0078660003
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0025230003
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0092730003
Tumor
-0.1
CPT0092740003
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0025290003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0011410003
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0088690003
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0092790003
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0066480003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0015910003
Tumor
-0.1
CPT0077490003
Tumor
-0.1
CPT0088760003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0007470001
Normal
-0.1
CPT0000870016
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0001540009
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0007860003
Tumor
-0.2
CPT0000790001
Normal
-0.2
CPT0025110003
Tumor
-0.2
CPT0001220008
Tumor
-0.2
CPT0063640001
Normal
-0.2
CPT0063630003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0002270011
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0026420001
Normal
-0.2
CPT0010160003
Tumor
-0.2
CPT0066430001
Normal
-0.2
CPT0000640003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0077140001
Normal
-0.2
CPT0081880003
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0020120003
Tumor
-0.3
CPT0025170003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0002350011
Tumor
-0.3
CPT0071150004
Tumor
-0.3
CPT0076350001
Normal
-0.3
CPT0086970003
Normal
-0.3
CPT0019990003
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0065430003
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0001500009
Tumor
-0.3
CPT0063320003
Tumor
-0.3
CPT0088900003
Tumor
-0.4
CPT0078510003
Tumor
-0.4
CPT0065750003
Tumor
-0.4
CPT0092290003
Tumor
-0.5
CPT0078530001
Normal
-0.5
CPT0076330003
Tumor
-0.6
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
