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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.
EPS8L2 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
28.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
78.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
68.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
68.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
67.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
62.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
58.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
57.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
54.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
51.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
48.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
46.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
45.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
44.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
43.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
42.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
41.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
38.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
37.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
35.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
35.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
33.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
32.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
31.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
30.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
30.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
30.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
29.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
29.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
29.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
29.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
29.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
26.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
26.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
24.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
24.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
24.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
22.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
22.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
21.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
20.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
20.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
19.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
19.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
19.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
17.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
15.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
15.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
14.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
14.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
13.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
13.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
13.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
13.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
12.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
11.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
9.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
9.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
7.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
6.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 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.
EPS8L2 is potential 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
68.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
286.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
199.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
180.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
165.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
161.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
158.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
157.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
154.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
152.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
152.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
152.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
147.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
147.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
146.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
146.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
144.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
144.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
142.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
142.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
140.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
139.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
136.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
136.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
136.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
135.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
135.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
134.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
133.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
130.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
129.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
129.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
129.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
129.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
126.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
125.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
125.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
124.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
123.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
122.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
122.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
122.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
121.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
120.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
120.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
120.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
119.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
119.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
118.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
118.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
117.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
117.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
117.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
117.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
116.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
115.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
115.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
115.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
114.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
114.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
114.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
113.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
113.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
113.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
112.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
110.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
110.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
110.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
109.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
109.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
108.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
107.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
107.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
107.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
106.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
106.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
105.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
105.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
105.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
105.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
105.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
104.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
104.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
104.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
103.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
101.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
101.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
101.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
100.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
100.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
100.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
99.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
99.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
98.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
98.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
97.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
97.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
97.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
97.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
97.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
96.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
96.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
96.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
95.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
94.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
93.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
93.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
93.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
93.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
92.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
92.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
92.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
92.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
91.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
91.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
91.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
90.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
90.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
90.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
90.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
90.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
90.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
89.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
89.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
89.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
89.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
89.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
88.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
87.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
87.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
87.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
87.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
87.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
87.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
87.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
87.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
86.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
86.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
85.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
85.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
85.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
85.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
85.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
84.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
84.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
84.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
84.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
84.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
84.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
84.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
83.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
83.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
83.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
83.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
83.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
83.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
82.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
82.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
82.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
82.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
82.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
82.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
82.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
81.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
81.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
81.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
81.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
81.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
81.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
81.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
81.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
81.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
80.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
80.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
80.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
80.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
79.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
79.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
79.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
79.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
79.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
78.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
78.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
78.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
78.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
78.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
78.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
78.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
77.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
77.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
77.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
77.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
77.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
77.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
77.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
77.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
76.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
76.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
76.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
75.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
75.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
75.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
75.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
75.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
75.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
75.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
75.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
75.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
75.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
74.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
74.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
74.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
74.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
73.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
73.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
73.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
73.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
73.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
73.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
72.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
72.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
72.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
72.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
72.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
72.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
72.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
71.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
71.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
71.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
71.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
71.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
71.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
70.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
70.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
70.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
70.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
70.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
70.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
69.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
69.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
69.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
69.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
69.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
68.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
68.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
68.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
68.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
68.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
68.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
68.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
68.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
68.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
68.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
68.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
68.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
67.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
67.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
67.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
67.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
66.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
66.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
66.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
66.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
66.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
66.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
65.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
65.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
64.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
64.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
64.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
64.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
64.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
64.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
64.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
64.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
63.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
63.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
63.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
63.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
63.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
63.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
63.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
63.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
62.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
62.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
62.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
62.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
61.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
61.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
61.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
61.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
61.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
61.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
61.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
61.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
61.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
60.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
60.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
60.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
60.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
60.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
60.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
59.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
59.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
59.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
59.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
59.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
59.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
59.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
59.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
58.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
57.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
57.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
57.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
57.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
57.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
57.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
56.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
56.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
56.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
56.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
56.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
56.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
55.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
55.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
55.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
55.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
54.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
54.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
54.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
54.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
54.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
54.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
54.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
53.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
53.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
53.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
53.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
53.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
53.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
53.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
52.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
52.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
52.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
52.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
51.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
51.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
51.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
51.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
51.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
51.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
51.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
51.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
50.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
50.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
50.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
50.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
50.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
49.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
49.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
49.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
49.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
49.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
49.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
49.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
48.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
48.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
48.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
48.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
48.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
48.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
48.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
48.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
47.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
47.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
47.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
46.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
46.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
46.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
46.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
46.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
45.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
45.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
45.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
45.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
45.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
45.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
44.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
43.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
43.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
43.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
43.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
42.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
42.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
42.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
42.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
42.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
41.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
41.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
41.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
41.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
41.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
40.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
40.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
40.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
39.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
39.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
38.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
38.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
38.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
38.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
38.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
38.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
37.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
37.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
37.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
37.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
37.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
37.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
37.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
36.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
36.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
36.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
36.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
36.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
36.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
36.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
35.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
35.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
35.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
35.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
35.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
35.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
34.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
33.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
33.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
33.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
31.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
31.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
30.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
30.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
30.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
30.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
29.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
29.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
29.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
29.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
29.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
29.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
28.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
27.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
27.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
27.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
27.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
27.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
27.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
26.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
26.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
26.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
26.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
26.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
26.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
26.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
26.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
25.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
25.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
25.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
25.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
24.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
24.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
23.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
23.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
23.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
23.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
22.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
22.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
22.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
22.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
22.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
21.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
21.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
21.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
20.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
20.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
19.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
18.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
18.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
18.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
17.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
16.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
16.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
16.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
15.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
15.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
15.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
14.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
14.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
13.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
13.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
13.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
12.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
12.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
11.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
11.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
11.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
11.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
10.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
10.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
10.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
9.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
9.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
9.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
8.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
7.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
6.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
6.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
5.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
4.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 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.
EPS8L2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
117.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
255.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
251.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
225.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
221.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
206.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
203.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
201.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
183.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
177.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
174.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
168.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
168.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
167.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
167.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
165.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
163.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
162.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
159.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
154.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
154.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
151.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
149.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
148.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
147.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
146.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
146.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
146.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
145.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
144.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
143.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
142.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
141.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
138.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
137.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
135.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
134.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
133.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
132.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
132.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
132.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
132.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
131.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
127.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
126.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
124.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
123.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
122.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
121.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
119.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
119.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
118.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
115.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
115.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
115.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
114.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
111.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
109.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
109.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
106.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
102.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
102.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
101.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
100.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
95.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
94.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
94.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
92.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
92.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
91.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
91.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
90.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
89.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
84.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
83.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
83.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
83.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
79.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
78.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
74.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
73.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
73.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
69.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
69.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
69.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
64.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
63.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
59.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
59.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
58.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
58.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
57.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
55.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
55.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
51.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
42.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
42.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
38.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 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.
EPS8L2 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
85.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
303.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
251.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
212.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
207.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
205.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
200.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
193.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
186.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
185.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
185.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
183.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
183.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
182.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
181.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
178.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
174.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
171.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
167.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
162.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
161.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
161.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
155.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
155.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
154.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
154.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
153.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
150.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
148.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
146.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
146.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
145.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
145.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
143.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
142.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
141.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
139.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
138.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
137.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
135.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
135.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
134.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
134.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
132.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
132.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
131.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
131.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
131.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
130.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
129.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
129.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
129.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
129.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
127.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
127.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
125.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
123.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
122.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
122.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
122.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
122.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
121.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
120.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
119.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
119.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
118.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
117.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
116.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
116.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
115.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
114.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
114.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
114.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
113.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
113.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
113.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
112.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
112.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
111.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
111.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
110.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
110.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
110.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
109.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
108.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
108.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
107.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
106.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
105.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
105.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
105.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
104.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
103.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
101.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
101.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
101.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
101.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
100.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
100.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
100.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
100.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
99.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
98.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
97.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
97.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
96.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
96.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
96.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
95.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
93.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
93.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
93.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
93.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
92.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
92.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
92.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
91.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
91.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
90.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
90.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
90.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
90.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
90.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
89.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
88.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
87.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
86.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
86.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
86.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
85.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
84.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
83.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
82.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
82.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
82.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
82.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
82.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
82.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
82.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
81.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
81.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
81.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
81.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
80.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
80.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
80.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
80.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
79.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
79.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
78.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
78.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
78.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
77.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
76.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
76.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
75.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
75.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
75.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
73.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
73.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
72.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
70.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
70.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
70.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
69.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
69.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
68.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
67.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
67.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
67.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
67.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
67.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
66.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
66.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
66.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
66.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
66.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
66.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
66.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
65.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
64.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
64.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
63.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
63.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
63.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
62.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
62.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
59.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
59.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
58.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
57.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
57.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
57.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
55.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
55.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
55.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
54.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
54.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
53.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
53.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
53.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
52.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
52.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
51.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
51.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
50.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
50.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
50.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
50.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
49.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
48.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
48.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
48.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
47.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
47.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
45.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
45.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
44.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
44.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
43.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
43.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
42.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
42.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
41.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
41.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
41.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
41.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
40.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
40.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
40.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
38.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
38.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
37.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
37.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
37.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
36.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
36.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
36.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
35.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
34.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
34.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
34.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
33.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
32.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
32.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
31.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
31.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
30.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
30.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
28.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
28.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
27.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
27.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
26.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
26.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
26.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
26.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
25.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
25.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
25.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
24.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
24.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
23.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
23.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
18.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
18.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
17.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
16.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
15.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
15.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
14.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
11.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
11.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
6.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
6.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
6.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
3.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0065430003
Tumor
0.7
CPT0007320003
Tumor
0.6
CPT0009080003
Normal
0.6
CPT0024670003
Tumor
0.5
CPT0012770003
Normal
0.5
CPT0078830003
Tumor
0.4
CPT0014350001
Normal
0.4
CPT0082010001
Normal
0.4
CPT0000790001
Normal
0.4
CPT0023710001
Normal
0.4
CPT0065450001
Normal
0.4
CPT0088920001
Normal
0.4
CPT0012090003
Normal
0.4
CPT0006730001
Normal
0.4
CPT0009060003
Tumor
0.4
CPT0007470001
Normal
0.4
CPT0001180009
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0001350001
Normal
0.4
CPT0025610001
Normal
0.4
CPT0079430001
Normal
0.4
CPT0092310003
Normal
0.4
CPT0001230001
Normal
0.3
CPT0063640001
Normal
0.3
CPT0017450001
Normal
0.3
CPT0078840001
Normal
0.3
CPT0066430001
Normal
0.3
CPT0069010001
Normal
0.3
CPT0069000003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0006950001
Normal
0.3
CPT0010170001
Normal
0.3
CPT0086820003
Tumor
0.3
CPT0018250001
Normal
0.3
CPT0089480003
Normal
0.3
CPT0078670001
Normal
0.3
CPT0012640003
Normal
0.3
CPT0007870001
Normal
0.3
CPT0026420001
Normal
0.3
CPT0078940001
Normal
0.3
CPT0081620001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0079000001
Normal
0.3
CPT0077140001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0086890003
Normal
0.2
CPT0088640003
Normal
0.2
CPT0078530001
Normal
0.2
CPT0012570003
Normal
0.2
CPT0076350001
Normal
0.2
CPT0088900003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0020130001
Normal
0.2
CPT0086360003
Tumor
0.2
CPT0092800003
Normal
0.2
CPT0001510001
Normal
0.2
CPT0077500001
Normal
0.2
CPT0023360001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0064400001
Normal
0.2
CPT0086950003
Tumor
0.2
CPT0013790003
Normal
0.2
CPT0019160001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0087050003
Normal
0.2
CPT0089040001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0000870016
Tumor
0.2
CPT0006530001
Normal
0.2
CPT0019130003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0065750003
Tumor
0.1
CPT0088710001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0092740003
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0077310003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0078990003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0001500009
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0001540009
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0017410003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0006440003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0069190001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0014450004
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0071150004
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0001260009
Tumor
-0.1
CPT0089020003
Tumor
-0.2
CPT0026410003
Tumor
-0.2
CPT0066520001
Normal
-0.2
CPT0012550003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0025580004
Tumor
-0.2
CPT0077110003
Tumor
-0.2
CPT0075170001
Normal
-0.2
CPT0014160003
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0014470001
Normal
-0.2
CPT0079230003
Tumor
-0.2
CPT0009000003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0011240003
Tumor
-0.3
CPT0092790003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0081600003
Tumor
-0.3
CPT0010120001
Normal
-0.3
CPT0002350011
Tumor
-0.3
CPT0023350003
Tumor
-0.3
CPT0010160003
Tumor
-0.3
CPT0092190003
Normal
-0.3
CPT0007860003
Tumor
-0.3
CPT0000640003
Tumor
-0.4
CPT0081880003
Tumor
-0.4
CPT0084590001
Normal
-0.4
CPT0088690003
Tumor
-0.4
CPT0084560003
Tumor
-0.4
CPT0079180003
Tumor
-0.4
CPT0012180003
Tumor
-0.5
CPT0086030003
Tumor
-0.5
CPT0025880003
Tumor
-0.5
CPT0075720003
Tumor
-0.5
CPT0021240003
Tumor
-0.5
CPT0075560003
Tumor
-0.5
CPT0077490003
Tumor
-0.5
CPT0015910003
Tumor
-0.6
CPT0066480003
Tumor
-0.6
CPT0002270011
Tumor
-0.6
CPT0078510003
Tumor
-0.6
CPT0077320001
Normal
-0.6
CPT0076330003
Tumor
-0.7
CPT0063630003
Tumor
-0.7
CPT0011410003
Tumor
-0.7
CPT0078660003
Tumor
-0.7
CPT0088760003
Tumor
-0.7
CPT0088630003
Tumor
-0.7
CPT0092730003
Tumor
-0.7
CPT0012080003
Tumor
-0.8
CPT0075130003
Tumor
-0.8
CPT0065690003
Tumor
-0.8
CPT0017850003
Tumor
-1.0
CPT0069160003
Tumor
-1.2
CPT0088970003
Tumor
-1.4
CPT0001340003
Tumor
-1.7
CPT0088550004
Tumor
-2.0
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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
