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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SRXN1 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
40.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
93.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
86.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
78.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
76.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
75.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
69.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
68.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
67.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
66.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
62.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
56.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
55.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
55.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
54.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
53.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
52.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
49.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
49.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
47.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
46.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
46.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
45.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
43.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
41.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
39.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
39.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
38.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
38.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
38.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
38.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
38.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
37.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
37.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
37.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
36.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
36.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
35.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
35.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
35.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
34.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
33.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
31.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
31.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
30.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
30.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
29.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
29.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
29.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
29.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
28.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
26.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
26.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
23.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
21.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
20.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
20.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
20.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
18.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
16.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
16.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
15.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
14.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
9.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SRXN1 is potential prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
107.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
99.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
84.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
75.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
75.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
70.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
69.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
68.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
64.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
63.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
58.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
58.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
56.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
54.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
53.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
52.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
51.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
51.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
48.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
47.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
47.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
47.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
46.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
46.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
45.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
45.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
44.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
44.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
42.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
42.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
42.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
42.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
42.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
42.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
41.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
40.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
40.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
40.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
39.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
39.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
38.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
38.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
38.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
38.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
38.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
38.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
38.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
38.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
37.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
37.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
37.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
37.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
37.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
37.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
37.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
37.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
36.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
36.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
36.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
35.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
35.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
35.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
35.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
34.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
34.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
34.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
34.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
33.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
33.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
33.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
33.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
32.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
32.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
32.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
32.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
32.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
32.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
32.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
32.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
31.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
31.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
31.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
31.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
31.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
31.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
30.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
30.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
30.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
30.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
30.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
30.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
30.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
29.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
29.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
29.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
29.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
29.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
29.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
29.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
29.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
29.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
29.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
29.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
29.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
29.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
29.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
28.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
28.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
28.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
28.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
28.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
28.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
28.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
28.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
28.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
28.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
28.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
28.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
28.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
28.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
28.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
27.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
27.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
27.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
27.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
27.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
27.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
27.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
27.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
27.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
26.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
26.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
26.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
26.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
26.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
26.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
26.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
26.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
26.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
26.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
26.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
26.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
26.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
26.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
25.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
25.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
25.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
25.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
25.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
25.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
25.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
25.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
25.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
25.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
25.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
25.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
25.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
25.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
25.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
25.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
25.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
25.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
25.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
25.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
25.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
25.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
25.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
25.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
24.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
24.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
24.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
24.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
24.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
24.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
24.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
24.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
24.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
24.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
24.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
24.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
24.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
24.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
24.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
24.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
24.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
24.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
24.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
24.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
23.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
23.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
23.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
23.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
23.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
23.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
23.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
23.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
23.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
23.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
23.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
23.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
23.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
23.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
23.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
23.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
23.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
23.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
22.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
22.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
22.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
22.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
22.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
22.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
22.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
22.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
22.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
22.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
22.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
22.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
22.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
22.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
22.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
22.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
22.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
22.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
22.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
22.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
22.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
22.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
22.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
22.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
21.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
21.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
21.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
21.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
21.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
21.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
21.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
21.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
21.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
21.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
21.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
21.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
21.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
21.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
21.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
21.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
21.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
21.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
21.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
21.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
21.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
21.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
21.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
20.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
20.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
20.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
20.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
20.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
20.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
20.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
20.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
20.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
20.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
20.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
20.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
20.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
20.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
20.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
20.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
20.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
20.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
20.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
20.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
20.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
20.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
20.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
20.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
19.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
19.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
19.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
19.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
19.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
19.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
19.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
19.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
19.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
19.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
19.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
19.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
19.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
19.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
19.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
19.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
19.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
19.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
19.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
19.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
19.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
19.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
19.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
19.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
19.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
19.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
18.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
18.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
18.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
18.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
18.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
18.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
18.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
18.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
18.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
18.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
18.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
18.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
18.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
18.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
18.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
18.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
18.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
18.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
18.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
18.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
18.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
18.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
18.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
18.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
18.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
18.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
18.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
18.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
18.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
18.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
18.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
17.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
17.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
17.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
17.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
17.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
17.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
17.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
17.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
17.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
17.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
17.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
17.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
17.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
17.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
17.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
17.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
17.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
17.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
17.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
16.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
16.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
16.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
16.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
16.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
16.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
16.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
16.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
16.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
16.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
16.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
16.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
16.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
16.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
16.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
16.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
16.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
16.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
16.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
16.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
16.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
16.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
16.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
16.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
16.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
15.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
15.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
15.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
15.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
15.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
15.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
15.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
15.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
15.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
15.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
15.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
15.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
15.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
15.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
15.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
15.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
15.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
15.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
15.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
15.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
15.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
15.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
15.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
15.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
15.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
15.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
15.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
15.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
15.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
15.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
15.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
14.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
14.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
14.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
14.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
14.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
14.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
14.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
14.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
14.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
14.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
14.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
14.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
14.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
14.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
14.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
14.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
14.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
14.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
13.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
13.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
13.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
13.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
13.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
13.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
13.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
13.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
13.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
13.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
12.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
12.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
12.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
12.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
12.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
12.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
12.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
12.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
12.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
12.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
12.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
12.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
12.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
12.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
12.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
12.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
11.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
11.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
11.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
11.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
11.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
11.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
11.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
11.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
11.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
11.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
11.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
11.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
11.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
11.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
11.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
10.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
10.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
10.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
10.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
10.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
10.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
10.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
10.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
10.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
9.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
9.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
9.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
9.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
9.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
9.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
9.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
9.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
9.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
8.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
8.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
8.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
8.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
8.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
8.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
8.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
8.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
8.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
8.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
7.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
7.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
7.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
7.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
6.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
6.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
5.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
5.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
SRXN1 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
28.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
321.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
77.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
65.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
52.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
50.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
49.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
48.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
44.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
44.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
43.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
43.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
40.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
40.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
36.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
35.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
34.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
32.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
32.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
31.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
31.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
31.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
31.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
30.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
30.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
29.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
29.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
28.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
28.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
28.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
27.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
27.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
27.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
27.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
26.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
26.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
26.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
26.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
26.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
26.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
26.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
26.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
26.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
24.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
24.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
24.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
24.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
23.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
23.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
23.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
23.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
22.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
22.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
22.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
22.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
22.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
22.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
21.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
20.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
20.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
20.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
20.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
20.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
19.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
19.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
19.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
19.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
19.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
19.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
19.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
19.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
19.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
19.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
19.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
18.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
18.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
18.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
18.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
18.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
18.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
17.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
17.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
16.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
16.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
16.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
16.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
15.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
15.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
15.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
13.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
13.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
13.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
13.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
13.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
12.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
11.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SRXN1 is potential prognostic, high expression is unfavorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
41.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
565.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
277.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
261.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
259.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
240.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
235.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
196.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
186.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
185.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
176.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
166.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
158.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
151.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
150.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
145.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
140.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
137.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
125.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
115.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
113.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
111.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
105.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
104.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
100.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
97.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
93.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
91.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
81.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
73.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
73.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
68.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
67.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
64.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
63.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
62.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
61.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
59.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
58.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
56.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
55.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
54.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
54.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
53.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
53.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
52.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
52.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
51.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
50.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
50.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
50.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
48.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
48.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
48.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
48.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
48.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
48.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
47.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
47.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
46.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
45.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
44.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
44.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
43.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
43.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
43.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
43.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
42.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
42.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
42.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
42.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
41.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
41.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
39.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
38.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
38.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
38.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
38.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
37.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
37.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
37.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
37.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
36.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
36.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
36.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
36.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
36.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
36.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
36.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
36.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
36.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
35.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
35.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
35.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
35.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
34.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
33.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
32.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
32.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
31.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
31.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
31.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
31.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
31.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
30.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
30.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
30.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
30.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
30.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
29.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
29.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
29.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
29.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
29.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
29.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
28.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
28.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
28.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
28.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
28.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
28.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
27.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
27.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
27.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
27.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
27.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
26.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
26.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
26.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
26.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
26.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
26.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
26.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
26.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
26.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
25.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
25.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
25.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
25.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
25.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
25.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
24.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
24.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
24.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
24.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
24.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
24.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
24.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
24.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
24.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
24.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
24.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
24.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
23.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
23.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
23.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
23.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
23.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
23.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
23.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
23.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
23.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
22.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
22.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
22.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
22.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
22.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
22.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
22.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
22.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
22.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
22.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
22.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
21.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
21.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
21.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
21.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
21.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
21.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
21.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
21.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
20.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
20.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
20.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
20.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
20.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
20.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
20.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
20.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
20.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
20.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
19.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
19.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
19.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
19.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
19.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
19.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
19.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
18.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
18.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
18.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
18.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
18.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
18.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
18.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
18.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
18.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
18.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
18.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
18.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
18.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
18.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
18.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
17.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
17.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
17.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
17.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
17.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
17.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
17.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
16.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
16.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
16.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
16.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
16.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
15.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
15.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
15.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
15.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
15.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
15.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
15.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
15.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
15.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
15.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
15.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
15.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
15.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
15.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
15.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
15.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
15.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
14.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
14.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
14.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
13.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
13.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
13.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
13.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
13.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
13.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
13.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
12.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
12.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
12.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
12.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
12.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
12.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
12.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
11.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
11.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
11.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
10.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
10.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
10.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
10.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
10.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
9.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
9.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
8.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
8.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
8.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
8.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
8.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
7.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
7.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
7.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
6.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
6.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
3.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0081880003
Tumor
1.6
CPT0012180003
Tumor
1.6
CPT0092290003
Tumor
1.4
CPT0078510003
Tumor
1.4
CPT0078660003
Tumor
1.4
CPT0076330003
Tumor
1.2
CPT0064370003
Tumor
1.0
CPT0066480003
Tumor
1.0
CPT0015810003
Tumor
1.0
CPT0014160003
Tumor
1.0
CPT0078930003
Tumor
0.9
CPT0020120003
Tumor
0.9
CPT0079180003
Tumor
0.9
CPT0012550003
Tumor
0.9
CPT0089460004
Tumor
0.8
CPT0025290003
Tumor
0.8
CPT0025110003
Tumor
0.8
CPT0086030003
Tumor
0.8
CPT0006630003
Tumor
0.8
CPT0063320003
Tumor
0.7
CPT0000780007
Tumor
0.7
CPT0023350003
Tumor
0.7
CPT0009000003
Tumor
0.7
CPT0002270011
Tumor
0.7
CPT0065750003
Tumor
0.6
CPT0012900004
Tumor
0.6
CPT0002350011
Tumor
0.6
CPT0021240003
Tumor
0.6
CPT0077310003
Tumor
0.6
CPT0023690003
Tumor
0.6
CPT0069160003
Tumor
0.6
CPT0066470004
Tumor
0.6
CPT0075560003
Tumor
0.5
CPT0065690003
Tumor
0.5
CPT0019990003
Tumor
0.5
CPT0025170003
Tumor
0.5
CPT0089020003
Tumor
0.4
CPT0069000003
Tumor
0.4
CPT0015910003
Tumor
0.4
CPT0092790003
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0025050003
Tumor
0.4
CPT0015730003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0081990003
Tumor
0.2
CPT0078940001
Normal
0.2
CPT0063630003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0001180009
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0088760003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0012640003
Normal
-0.1
CPT0077110003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0011410003
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0009060003
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0017850003
Tumor
-0.1
CPT0063330001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0001340003
Tumor
-0.2
CPT0076350001
Normal
-0.2
CPT0017410003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0020130001
Normal
-0.2
CPT0086820003
Tumor
-0.2
CPT0000660001
Normal
-0.2
CPT0010160003
Tumor
-0.2
CPT0086870003
Tumor
-0.2
CPT0078670001
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0001220008
Tumor
-0.2
CPT0014450004
Tumor
-0.2
CPT0081620001
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0001260009
Tumor
-0.2
CPT0001550001
Normal
-0.2
CPT0026410003
Tumor
-0.2
CPT0001350001
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0078830003
Tumor
-0.3
CPT0010110003
Tumor
-0.3
CPT0018250001
Normal
-0.3
CPT0089040001
Normal
-0.3
CPT0019130003
Tumor
-0.3
CPT0012770003
Normal
-0.3
CPT0024680001
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0001230001
Normal
-0.3
CPT0023710001
Normal
-0.3
CPT0088570001
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0069190001
Normal
-0.3
CPT0025060001
Normal
-0.3
CPT0077500001
Normal
-0.3
CPT0087050003
Normal
-0.3
CPT0001540009
Tumor
-0.3
CPT0010120001
Normal
-0.3
CPT0075720003
Tumor
-0.3
CPT0088630003
Tumor
-0.3
CPT0066430001
Normal
-0.3
CPT0088780001
Normal
-0.3
CPT0019160001
Normal
-0.4
CPT0079000001
Normal
-0.4
CPT0086370003
Normal
-0.4
CPT0065430003
Tumor
-0.4
CPT0078840001
Normal
-0.4
CPT0025920001
Normal
-0.4
CPT0012920003
Normal
-0.4
CPT0013790003
Normal
-0.4
CPT0088480003
Tumor
-0.4
CPT0084590001
Normal
-0.4
CPT0079410003
Tumor
-0.4
CPT0014130001
Normal
-0.4
CPT0014470001
Normal
-0.4
CPT0092740003
Normal
-0.4
CPT0014350001
Normal
-0.4
CPT0017450001
Normal
-0.4
CPT0078530001
Normal
-0.4
CPT0092310003
Normal
-0.4
CPT0020020001
Normal
-0.5
CPT0079430001
Normal
-0.5
CPT0007320003
Tumor
-0.5
CPT0088500001
Normal
-0.5
CPT0006530001
Normal
-0.5
CPT0077320001
Normal
-0.5
CPT0081600003
Tumor
-0.5
CPT0006950001
Normal
-0.5
CPT0088920001
Normal
-0.5
CPT0078990003
Tumor
-0.5
CPT0066520001
Normal
-0.5
CPT0010170001
Normal
-0.5
CPT0088970003
Tumor
-0.5
CPT0088710001
Normal
-0.5
CPT0085670003
Tumor
-0.6
CPT0092800003
Normal
-0.6
CPT0001270001
Normal
-0.6
CPT0065820001
Normal
-0.6
CPT0069010001
Normal
-0.6
CPT0007470001
Normal
-0.6
CPT0086950003
Tumor
-0.6
CPT0065450001
Normal
-0.6
CPT0006730001
Normal
-0.6
CPT0075170001
Normal
-0.6
CPT0023360001
Normal
-0.6
CPT0000890001
Normal
-0.7
CPT0086830003
Normal
-0.7
CPT0086970003
Normal
-0.7
CPT0001510001
Normal
-0.7
CPT0064400001
Normal
-0.7
CPT0065870003
Tumor
-0.7
CPT0079230003
Tumor
-0.7
CPT0092160003
Tumor
-0.8
CPT0000790001
Normal
-0.8
CPT0025880003
Tumor
-0.8
CPT0092190003
Normal
-0.8
CPT0007870001
Normal
-1.0
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
