We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SNRNP70 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
41.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
100.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
83.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
81.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
76.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
72.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
70.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
66.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
62.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
54.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
53.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
51.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
50.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
50.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
50.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
48.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
48.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
47.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
44.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
44.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
43.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
42.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
42.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
42.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
42.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
41.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
41.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
41.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
41.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
40.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
40.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
40.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
39.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
39.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
38.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
37.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
37.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
34.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
34.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
34.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
34.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
33.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
33.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
32.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
32.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
32.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
31.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
31.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
30.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
30.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
30.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
30.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
29.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
29.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
29.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
27.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
26.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
25.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
24.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
23.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
23.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
22.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
22.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
20.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SNRNP70 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
41.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
107.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
86.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
84.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
81.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
76.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
76.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
76.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
75.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
73.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
73.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
72.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
72.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
72.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
71.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
69.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
69.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
68.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
68.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
67.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
67.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
67.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
65.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
65.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
65.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
64.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
64.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
64.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
64.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
63.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
63.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
63.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
63.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
63.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
62.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
62.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
62.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
62.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
62.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
61.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
61.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
61.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
61.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
60.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
60.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
60.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
60.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
59.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
59.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
59.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
59.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
59.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
59.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
59.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
59.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
58.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
58.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
58.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
58.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
57.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
57.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
57.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
57.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
57.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
57.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
57.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
57.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
57.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
56.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
56.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
56.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
56.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
56.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
55.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
55.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
55.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
55.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
55.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
54.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
54.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
54.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
54.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
54.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
54.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
54.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
54.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
54.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
53.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
53.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
53.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
53.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
53.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
53.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
53.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
52.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
52.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
52.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
52.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
52.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
52.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
52.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
52.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
52.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
52.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
52.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
52.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
51.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
51.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
51.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
51.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
51.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
50.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
50.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
50.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
50.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
50.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
50.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
50.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
50.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
49.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
49.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
49.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
49.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
49.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
49.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
49.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
49.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
49.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
49.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
49.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
49.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
49.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
49.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
48.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
48.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
48.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
48.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
48.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
48.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
48.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
48.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
48.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
48.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
48.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
47.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
47.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
47.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
47.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
47.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
47.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
47.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
47.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
47.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
47.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
47.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
47.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
46.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
46.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
46.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
46.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
46.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
46.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
46.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
46.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
46.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
45.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
45.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
45.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
45.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
45.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
45.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
45.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
45.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
45.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
45.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
45.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
45.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
45.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
45.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
44.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
44.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
44.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
44.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
44.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
44.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
44.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
44.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
44.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
44.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
44.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
43.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
43.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
43.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
43.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
43.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
43.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
43.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
43.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
43.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
43.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
43.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
43.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
43.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
43.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
43.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
43.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
43.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
43.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
42.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
42.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
42.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
42.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
42.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
42.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
42.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
42.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
42.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
42.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
42.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
42.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
42.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
42.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
42.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
42.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
41.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
41.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
41.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
41.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
41.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
41.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
41.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
41.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
41.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
41.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
40.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
40.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
40.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
40.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
40.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
40.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
40.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
40.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
40.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
40.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
40.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
40.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
40.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
40.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
39.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
39.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
39.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
39.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
39.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
39.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
39.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
39.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
39.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
39.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
39.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
39.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
39.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
39.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
39.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
39.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
39.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
39.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
39.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
39.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
39.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
39.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
38.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
38.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
38.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
38.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
38.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
38.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
38.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
38.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
38.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
38.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
38.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
38.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
38.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
38.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
38.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
38.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
37.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
37.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
37.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
37.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
37.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
37.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
37.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
37.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
37.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
37.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
37.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
37.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
37.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
37.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
37.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
37.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
37.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
37.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
36.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
36.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
36.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
36.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
36.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
36.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
36.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
36.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
36.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
36.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
36.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
36.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
36.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
36.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
36.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
36.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
36.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
36.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
36.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
35.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
35.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
35.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
35.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
35.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
35.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
35.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
35.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
35.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
35.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
35.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
35.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
35.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
35.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
35.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
35.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
34.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
34.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
34.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
34.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
34.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
34.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
34.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
34.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
34.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
34.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
34.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
34.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
34.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
34.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
34.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
34.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
34.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
34.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
34.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
34.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
33.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
33.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
33.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
33.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
33.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
33.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
33.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
33.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
33.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
33.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
33.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
33.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
33.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
33.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
33.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
32.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
32.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
32.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
32.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
32.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
32.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
32.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
32.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
32.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
32.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
32.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
32.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
32.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
32.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
32.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
31.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
31.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
31.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
31.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
31.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
31.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
31.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
31.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
31.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
31.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
31.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
31.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
31.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
31.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
31.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
31.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
31.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
31.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
31.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
31.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
31.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
30.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
30.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
30.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
30.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
30.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
30.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
30.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
30.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
30.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
30.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
30.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
30.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
30.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
30.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
30.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
30.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
30.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
29.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
29.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
29.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
29.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
29.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
29.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
29.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
29.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
29.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
29.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
29.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
29.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
29.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
28.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
28.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
28.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
28.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
28.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
28.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
28.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
28.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
27.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
27.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
27.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
27.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
27.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
27.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
27.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
27.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
27.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
27.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
27.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
27.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
26.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
26.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
26.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
26.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
26.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
26.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
26.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
26.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
26.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
26.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
26.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
26.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
25.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
25.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
25.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
25.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
25.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
25.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
25.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
24.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
24.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
24.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
24.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
24.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
24.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
23.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
23.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
23.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
23.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
22.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
22.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
22.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
22.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
22.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
22.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
22.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
22.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
22.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
22.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
21.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
21.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
20.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
20.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
19.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
19.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
18.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
18.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
18.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
18.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
18.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
17.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
17.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
17.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
16.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
15.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
14.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
11.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
10.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
8.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
6.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
6.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
SNRNP70 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
54.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
104.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
95.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
84.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
79.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
79.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
76.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
73.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
71.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
70.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
69.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
68.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
68.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
67.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
67.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
67.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
66.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
66.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
64.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
64.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
63.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
63.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
62.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
62.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
62.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
61.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
61.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
61.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
61.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
60.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
60.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
60.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
59.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
58.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
58.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
58.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
58.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
57.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
57.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
57.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
57.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
56.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
56.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
56.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
55.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
55.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
55.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
54.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
54.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
54.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
53.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
53.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
53.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
53.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
52.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
52.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
52.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
52.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
51.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
50.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
50.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
49.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
49.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
49.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
49.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
49.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
48.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
48.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
48.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
47.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
47.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
47.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
47.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
46.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
46.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
46.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
46.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
45.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
45.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
44.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
44.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
43.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
43.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
43.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
42.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
41.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
41.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
39.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
38.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
38.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
38.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
37.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
37.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
36.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
35.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
35.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
34.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
34.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
32.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
29.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
SNRNP70 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
74.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
159.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
155.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
147.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
146.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
144.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
141.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
140.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
140.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
139.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
139.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
138.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
134.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
133.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
132.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
129.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
128.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
125.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
123.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
122.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
119.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
119.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
119.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
118.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
117.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
115.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
115.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
114.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
114.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
114.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
114.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
108.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
107.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
107.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
107.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
106.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
105.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
105.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
104.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
104.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
102.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
100.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
100.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
100.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
99.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
99.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
99.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
99.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
99.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
98.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
98.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
97.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
96.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
96.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
95.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
95.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
95.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
94.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
94.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
94.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
94.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
94.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
94.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
94.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
93.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
93.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
93.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
92.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
92.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
92.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
92.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
92.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
92.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
91.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
90.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
90.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
89.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
89.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
89.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
89.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
88.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
87.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
87.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
87.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
87.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
86.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
85.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
85.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
85.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
85.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
84.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
84.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
84.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
83.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
83.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
82.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
82.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
82.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
82.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
81.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
81.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
81.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
81.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
81.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
81.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
80.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
80.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
80.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
80.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
80.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
79.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
79.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
79.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
79.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
79.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
79.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
79.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
78.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
78.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
78.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
77.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
77.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
77.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
77.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
76.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
76.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
76.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
75.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
74.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
74.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
73.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
73.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
73.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
73.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
73.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
72.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
72.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
72.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
71.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
71.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
71.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
71.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
71.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
71.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
71.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
71.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
70.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
70.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
69.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
69.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
69.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
69.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
68.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
68.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
67.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
67.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
67.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
67.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
67.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
67.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
67.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
66.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
66.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
65.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
65.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
65.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
65.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
65.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
65.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
65.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
64.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
64.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
64.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
64.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
63.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
63.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
62.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
62.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
62.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
62.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
61.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
61.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
61.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
61.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
61.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
60.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
60.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
60.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
60.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
60.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
60.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
60.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
60.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
60.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
60.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
59.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
59.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
59.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
59.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
59.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
58.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
58.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
58.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
58.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
58.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
58.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
58.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
58.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
57.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
57.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
57.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
57.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
56.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
56.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
56.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
55.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
55.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
55.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
55.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
54.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
54.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
53.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
53.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
52.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
51.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
51.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
51.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
51.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
51.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
50.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
50.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
50.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
49.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
48.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
48.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
48.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
47.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
47.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
47.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
46.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
46.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
45.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
45.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
45.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
45.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
45.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
44.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
44.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
43.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
43.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
43.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
43.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
43.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
42.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
42.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
42.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
42.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
42.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
42.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
42.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
41.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
41.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
40.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
40.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
39.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
37.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
36.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
36.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
36.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
35.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
35.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
34.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
34.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
32.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
32.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
32.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
27.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
25.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
24.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
24.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
22.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
3.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0092190003
Normal
0.6
CPT0088550004
Tumor
0.5
CPT0071150004
Tumor
0.5
CPT0006440003
Tumor
0.4
CPT0088970003
Tumor
0.4
CPT0084590001
Normal
0.4
CPT0001270001
Normal
0.4
CPT0001340003
Tumor
0.4
CPT0077110003
Tumor
0.4
CPT0014450004
Tumor
0.4
CPT0086870003
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0084560003
Tumor
0.4
CPT0012640003
Normal
0.4
CPT0077320001
Normal
0.4
CPT0078990003
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0086820003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0088630003
Tumor
0.3
CPT0079510001
Normal
0.3
CPT0001260009
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0075170001
Normal
0.3
CPT0010160003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0025580004
Tumor
0.3
CPT0001180009
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0079410003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0014130001
Normal
0.2
CPT0065430003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0079000001
Normal
0.2
CPT0088690003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0007870001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0025350003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0000870016
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0065820001
Normal
0.2
CPT0086950003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0010120001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0006530001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0065930003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0001510001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0078530001
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0086890003
Normal
0.1
CPT0078840001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0088780001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0079430001
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0001220008
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0020130001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0081880003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0020020001
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0075570001
Normal
0.0
CPT0023350003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0081620001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0092310003
Normal
0.0
CPT0012770003
Normal
0.0
CPT0077500001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0076330003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0009000003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0015730003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0081990003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0078660003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0012550003
Tumor
-0.1
CPT0002270011
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0079180003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0000640003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0092290003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0069190001
Normal
-0.2
CPT0077310003
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0011410003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0001500009
Tumor
-0.3
CPT0082010001
Normal
-0.3
CPT0078510003
Tumor
-0.4
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
