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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.
ESPN 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
6.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
81.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
79.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
36.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
33.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
20.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
20.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
17.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
16.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
16.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
12.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
12.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
9.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
8.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
6.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
6.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
5.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
4.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
4.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
4.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
3.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
3.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
2.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
0.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
0.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
0.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 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.
ESPN is validated prognostic, high expression is favorable 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
19.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
161.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
129.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
128.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
93.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
93.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
93.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
86.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
81.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
81.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
70.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
69.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
66.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
65.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
63.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
61.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
61.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
59.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
57.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
57.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
56.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
56.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
56.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
53.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
52.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
52.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
51.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
50.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
50.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
49.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
49.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
49.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
48.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
48.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
47.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
46.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
46.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
46.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
46.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
45.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
44.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
43.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
43.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
43.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
42.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
42.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
42.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
42.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
41.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
41.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
41.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
41.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
40.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
40.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
40.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
40.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
40.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
40.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
40.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
39.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
39.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
39.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
39.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
39.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
39.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
38.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
37.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
37.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
37.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
37.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
37.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
37.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
36.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
36.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
36.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
36.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
36.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
36.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
36.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
35.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
35.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
35.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
35.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
35.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
34.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
34.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
34.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
34.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
34.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
34.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
34.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
33.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
33.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
33.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
33.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
33.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
33.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
32.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
32.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
32.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
32.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
32.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
32.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
32.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
31.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
31.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
31.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
31.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
31.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
30.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
30.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
30.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
30.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
30.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
30.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
30.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
30.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
29.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
29.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
29.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
29.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
29.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
29.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
28.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
28.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
28.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
28.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
28.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
28.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
28.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
28.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
28.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
27.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
27.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
27.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
27.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
27.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
27.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
26.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
26.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
26.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
26.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
25.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
25.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
25.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
25.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
25.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
25.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
25.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
25.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
25.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
25.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
24.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
24.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
24.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
24.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
24.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
24.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
24.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
24.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
24.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
23.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
23.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
23.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
23.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
23.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
23.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
23.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
23.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
23.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
23.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
23.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
23.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
22.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
22.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
22.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
22.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
22.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
22.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
22.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
22.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
22.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
22.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
22.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
22.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
21.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
21.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
21.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
21.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
21.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
21.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
21.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
21.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
20.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
20.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
20.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
20.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
20.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
20.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
19.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
19.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
19.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
19.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
19.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
19.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
19.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
19.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
19.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
19.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
18.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
18.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
18.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
18.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
18.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
18.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
18.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
18.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
18.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
18.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
18.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
17.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
17.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
17.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
17.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
17.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
17.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
17.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
17.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
17.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
17.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
17.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
17.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
17.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
17.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
17.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
17.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
17.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
17.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
17.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
16.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
16.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
16.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
16.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
16.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
16.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
16.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
16.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
16.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
16.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
16.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
16.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
15.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
15.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
15.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
15.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
15.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
15.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
15.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
15.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
15.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
15.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
15.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
15.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
14.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
14.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
14.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
14.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
14.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
14.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
14.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
14.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
13.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
13.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
13.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
13.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
13.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
13.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
13.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
13.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
13.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
13.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
13.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
12.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
12.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
12.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
12.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
12.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
12.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
12.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
12.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
12.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
12.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
12.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
12.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
12.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
12.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
12.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
12.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
12.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
12.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
12.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
12.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
11.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
11.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
11.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
11.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
11.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
11.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
11.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
11.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
10.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
10.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
10.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
10.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
10.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
10.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
10.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
10.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
10.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
10.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
10.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
10.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
10.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
9.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
9.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
9.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
9.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
9.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
9.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
9.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
9.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
9.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
9.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
9.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
9.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
9.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
9.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
9.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
8.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
8.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
8.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
8.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
8.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
8.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
8.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
8.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
7.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
7.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
7.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
7.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
7.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
7.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
7.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
7.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
7.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
7.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
7.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
7.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
7.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
7.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
7.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
7.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
7.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
6.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
6.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
6.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
6.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
6.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
6.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
6.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
6.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
6.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
6.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
6.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
6.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
6.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
6.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
6.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
6.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
6.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
6.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
5.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
5.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
5.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
5.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
5.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
5.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
5.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
5.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
5.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
5.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
5.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
5.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
5.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
5.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
5.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
5.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
5.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
4.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
4.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
4.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
4.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
4.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
4.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
4.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
4.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
4.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
4.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
4.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
4.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
4.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
4.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
4.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
4.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
4.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
4.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
3.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
3.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
3.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
3.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
3.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
3.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
3.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
3.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
3.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
3.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
3.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
3.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
3.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
3.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
3.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
3.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
3.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
3.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
3.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
2.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
2.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
2.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
2.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
2.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
2.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
2.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
2.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
2.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
2.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
2.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
2.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
2.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
2.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
2.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
2.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
2.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
2.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
2.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
2.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
1.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
1.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
1.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
1.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
1.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
1.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
1.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
1.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
1.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
1.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
1.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
1.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
1.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
1.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
1.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
0.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
0.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
0.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
0.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
0.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
0.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
0.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
0.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
0.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
0.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
0.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
0.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
0.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
0.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
0.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
0.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
0.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
0.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
0.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
0.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
0.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
0.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 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.
ESPN is validated prognostic, high expression is favorable 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
24.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
154.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
115.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
90.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
84.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
82.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
74.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
69.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
66.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
65.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
54.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
53.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
52.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
49.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
47.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
46.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
46.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
44.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
42.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
40.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
39.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
38.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
37.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
36.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
36.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
34.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
33.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
33.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
33.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
31.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
27.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
27.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
26.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
26.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
25.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
25.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
23.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
23.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
23.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
22.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
21.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
21.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
21.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
20.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
20.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
20.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
19.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
19.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
18.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
18.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
18.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
18.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
17.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
15.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
14.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
14.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
14.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
14.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
14.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
13.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
12.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
12.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
11.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
10.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
10.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
10.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
10.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
10.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
9.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
9.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
8.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
8.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
7.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
7.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
7.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
6.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
6.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
6.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
6.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
5.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
5.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
4.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
4.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
4.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
4.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
3.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
3.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
3.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
3.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
3.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
2.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
2.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
2.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
1.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
1.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
1.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 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.
ESPN is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
201.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
185.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
161.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
108.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
97.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
81.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
81.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
80.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
67.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
60.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
59.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
54.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
53.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
52.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
51.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
50.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
46.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
45.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
45.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
44.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
42.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
41.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
40.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
40.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
39.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
39.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
38.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
36.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
36.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
35.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
35.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
35.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
34.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
33.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
32.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
30.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
30.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
30.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
30.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
27.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
26.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
25.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
24.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
24.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
23.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
23.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
23.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
22.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
22.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
22.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
21.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
21.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
21.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
21.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
20.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
20.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
20.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
20.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
20.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
20.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
20.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
19.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
19.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
19.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
19.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
19.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
19.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
19.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
19.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
18.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
18.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
18.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
18.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
17.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
17.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
17.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
17.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
17.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
17.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
17.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
16.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
16.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
16.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
16.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
16.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
16.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
15.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
15.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
15.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
15.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
15.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
14.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
14.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
14.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
14.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
14.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
14.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
13.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
13.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
12.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
12.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
12.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
12.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
12.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
12.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
11.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
11.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
11.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
11.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
11.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
11.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
10.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
10.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
10.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
10.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
10.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
10.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
10.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
10.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
10.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
10.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
10.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
9.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
9.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
9.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
9.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
9.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
9.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
9.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
9.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
9.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
9.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
8.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
8.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
8.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
8.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
8.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
8.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
8.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
8.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
8.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
8.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
8.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
8.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
8.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
7.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
7.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
7.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
7.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
7.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
7.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
7.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
7.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
7.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
7.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
7.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
7.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
6.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
6.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
6.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
6.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
6.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
6.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
6.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
6.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
6.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
6.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
6.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
6.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
6.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
5.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
5.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
5.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
5.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
5.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
5.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
5.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
4.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
4.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
4.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
4.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
4.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
4.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
4.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
4.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
4.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
4.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
4.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
3.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
3.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
3.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
3.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
3.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
3.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
3.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
3.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
3.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
3.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
3.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
3.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
3.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
2.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
2.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
2.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
2.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
2.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
2.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
2.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
2.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
2.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
2.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
2.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
2.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
2.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
2.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
2.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
2.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
2.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
2.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
2.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
1.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
1.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
1.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
1.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
1.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
1.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
1.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
1.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
1.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
1.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
1.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
1.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
1.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
1.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
0.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
0.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
0.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
0.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
0.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
0.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
0.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
0.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
0.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
0.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
0.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
0.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
0.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
0.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
0.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
0.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076350001
Normal
1.3
CPT0088920001
Normal
1.2
CPT0000790001
Normal
1.2
CPT0009080003
Normal
1.2
CPT0066430001
Normal
1.2
CPT0092800003
Normal
1.2
CPT0012770003
Normal
1.2
CPT0065450001
Normal
1.1
CPT0023710001
Normal
1.1
CPT0012090003
Normal
1.0
CPT0006730001
Normal
1.0
CPT0089480003
Normal
1.0
CPT0014350001
Normal
1.0
CPT0086370003
Normal
1.0
CPT0007470001
Normal
1.0
CPT0006950001
Normal
1.0
CPT0025610001
Normal
1.0
CPT0026420001
Normal
1.0
CPT0081620001
Normal
1.0
CPT0078530001
Normal
1.0
CPT0077500001
Normal
1.0
CPT0092740003
Normal
0.9
CPT0023360001
Normal
0.9
CPT0087050003
Normal
0.9
CPT0092310003
Normal
0.9
CPT0001350001
Normal
0.9
CPT0088780001
Normal
0.9
CPT0069010001
Normal
0.8
CPT0078940001
Normal
0.8
CPT0007870001
Normal
0.8
CPT0082010001
Normal
0.8
CPT0077140001
Normal
0.8
CPT0020020001
Normal
0.8
CPT0079430001
Normal
0.8
CPT0010170001
Normal
0.8
CPT0078840001
Normal
0.7
CPT0088710001
Normal
0.7
CPT0079000001
Normal
0.7
CPT0025060001
Normal
0.7
CPT0020130001
Normal
0.7
CPT0012570003
Normal
0.7
CPT0063640001
Normal
0.7
CPT0088640003
Normal
0.7
CPT0078670001
Normal
0.7
CPT0000890001
Normal
0.6
CPT0089040001
Normal
0.6
CPT0086830003
Normal
0.6
CPT0086890003
Normal
0.6
CPT0014470001
Normal
0.6
CPT0075570001
Normal
0.6
CPT0001230001
Normal
0.5
CPT0066520001
Normal
0.5
CPT0012290003
Normal
0.5
CPT0025920001
Normal
0.5
CPT0006530001
Normal
0.5
CPT0013790003
Normal
0.4
CPT0024680001
Normal
0.4
CPT0088570001
Normal
0.4
CPT0014130001
Normal
0.4
CPT0019160001
Normal
0.4
CPT0086970003
Normal
0.4
CPT0064400001
Normal
0.4
CPT0018250001
Normal
0.4
CPT0001510001
Normal
0.3
CPT0017450001
Normal
0.3
CPT0000660001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0079180003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0001190001
Normal
0.2
CPT0063330001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0009020003
Normal
0.0
CPT0012920003
Normal
0.0
CPT0086950003
Tumor
-0.1
CPT0006630003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0077310003
Tumor
-0.2
CPT0075170001
Normal
-0.3
CPT0000870016
Tumor
-0.3
CPT0086820003
Tumor
-0.4
CPT0079300001
Normal
-0.4
CPT0012640003
Normal
-0.4
CPT0065430003
Tumor
-0.5
CPT0001180009
Tumor
-0.6
CPT0025170003
Tumor
-0.6
CPT0079480003
Tumor
-0.6
CPT0087040003
Tumor
-0.6
CPT0024670003
Tumor
-0.6
CPT0014450004
Tumor
-0.6
CPT0066480003
Tumor
-0.7
CPT0001270001
Normal
-0.7
CPT0088900003
Tumor
-0.7
CPT0020120003
Tumor
-0.7
CPT0078930003
Tumor
-0.7
CPT0001220008
Tumor
-0.7
CPT0078990003
Tumor
-0.8
CPT0092790003
Tumor
-0.8
CPT0025580004
Tumor
-0.8
CPT0079510001
Normal
-0.8
CPT0001340003
Tumor
-0.8
CPT0086870003
Tumor
-0.8
CPT0092290003
Tumor
-0.8
CPT0025290003
Tumor
-0.8
CPT0012900004
Tumor
-0.9
CPT0014370004
Tumor
-0.9
CPT0071150004
Tumor
-0.9
CPT0088690003
Tumor
-0.9
CPT0025350003
Tumor
-0.9
CPT0092160003
Tumor
-0.9
CPT0065810003
Tumor
-0.9
CPT0078830003
Tumor
-1.0
CPT0014160003
Tumor
-1.0
CPT0012550003
Tumor
-1.0
CPT0063320003
Tumor
-1.0
CPT0000780007
Tumor
-1.0
CPT0064370003
Tumor
-1.0
CPT0065750003
Tumor
-1.0
CPT0002270011
Tumor
-1.0
CPT0075720003
Tumor
-1.0
CPT0023690003
Tumor
-1.0
CPT0001540009
Tumor
-1.1
CPT0006900003
Tumor
-1.1
CPT0006440003
Tumor
-1.1
CPT0069160003
Tumor
-1.1
CPT0002350011
Tumor
-1.1
CPT0066470004
Tumor
-1.1
CPT0019990003
Tumor
-1.2
CPT0015910003
Tumor
-1.2
CPT0092190003
Normal
-1.2
CPT0007860003
Tumor
-1.2
CPT0011240003
Tumor
-1.2
CPT0075560003
Tumor
-1.2
CPT0007320003
Tumor
-1.2
CPT0089020003
Tumor
-1.2
CPT0019130003
Tumor
-1.2
CPT0078660003
Tumor
-1.2
CPT0012370003
Tumor
-1.3
CPT0017410003
Tumor
-1.3
CPT0088480003
Tumor
-1.3
CPT0023350003
Tumor
-1.3
CPT0079410003
Tumor
-1.3
CPT0078510003
Tumor
-1.3
CPT0001260009
Tumor
-1.4
CPT0077490003
Tumor
-1.4
CPT0077320001
Normal
-1.4
CPT0077110003
Tumor
-1.4
CPT0084590001
Normal
-1.4
CPT0075130003
Tumor
-1.4
CPT0079270003
Tumor
-1.4
CPT0009000003
Tumor
-1.5
CPT0081990003
Tumor
-1.5
CPT0089460004
Tumor
-1.5
CPT0012280003
Tumor
-1.5
CPT0015810003
Tumor
-1.5
CPT0088630003
Tumor
-1.5
CPT0010160003
Tumor
-1.6
CPT0026410003
Tumor
-1.6
CPT0001500009
Tumor
-1.6
CPT0010110003
Tumor
-1.6
CPT0065870003
Tumor
-1.7
CPT0081600003
Tumor
-1.7
CPT0065930003
Tumor
-1.7
CPT0079230003
Tumor
-1.7
CPT0088760003
Tumor
-1.7
CPT0076330003
Tumor
-1.7
CPT0065690003
Tumor
-1.7
CPT0025230003
Tumor
-1.7
CPT0086360003
Tumor
-1.8
CPT0025880003
Tumor
-1.8
CPT0025110003
Tumor
-1.8
CPT0088970003
Tumor
-1.9
CPT0000640003
Tumor
-1.9
CPT0086030003
Tumor
-1.9
CPT0084560003
Tumor
-2.0
CPT0063630003
Tumor
-2.0
CPT0092730003
Tumor
-2.1
CPT0079380003
Tumor
-2.1
CPT0012670003
Tumor
-2.1
CPT0025050003
Tumor
-2.1
CPT0012080003
Tumor
-2.2
CPT0021240003
Tumor
-2.2
CPT0015730003
Tumor
-2.2
CPT0012180003
Tumor
-2.3
CPT0088550004
Tumor
-2.3
CPT0017850003
Tumor
-2.3
CPT0085670003
Tumor
-2.3
CPT0009060003
Tumor
-2.4
CPT0069000003
Tumor
-2.4
CPT0081880003
Tumor
-2.7
CPT0011410003
Tumor
-3.0
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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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
