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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.
COMMD6 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
65.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
152.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
127.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
122.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
119.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
117.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
116.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
113.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
104.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
103.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
98.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
97.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
96.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
96.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
96.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
89.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
83.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
83.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
81.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
79.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
78.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
72.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
70.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
69.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
67.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
67.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
66.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
65.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
64.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
63.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
63.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
63.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
63.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
63.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
62.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
61.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
60.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
56.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
54.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
53.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
53.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
52.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
50.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
50.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
50.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
50.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
48.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
48.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
47.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
46.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
43.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
39.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
39.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
38.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
38.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
37.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
36.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
35.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
26.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
23.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
21.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
15.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
2.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
COMMD6 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
106.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
241.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
217.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
210.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
210.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
207.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
189.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
188.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
187.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
183.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
180.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
178.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
178.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
174.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
167.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
166.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
165.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
163.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
163.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
163.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
160.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
160.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
160.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
157.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
156.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
156.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
156.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
156.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
156.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
155.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
155.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
155.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
154.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
154.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
153.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
153.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
152.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
152.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
152.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
151.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
151.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
151.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
151.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
150.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
150.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
150.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
150.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
149.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
148.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
147.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
147.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
147.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
147.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
147.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
146.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
146.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
145.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
145.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
145.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
145.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
145.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
144.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
144.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
144.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
144.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
144.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
144.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
143.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
143.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
143.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
142.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
142.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
140.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
140.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
139.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
139.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
139.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
139.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
138.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
138.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
138.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
137.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
137.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
136.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
136.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
136.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
136.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
135.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
134.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
134.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
134.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
133.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
133.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
133.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
132.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
132.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
132.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
131.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
130.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
130.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
130.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
129.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
129.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
129.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
129.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
129.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
129.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
128.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
128.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
128.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
128.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
127.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
127.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
127.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
126.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
126.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
126.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
126.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
125.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
125.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
125.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
125.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
125.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
125.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
125.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
125.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
125.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
125.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
124.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
124.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
124.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
124.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
124.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
124.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
124.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
123.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
123.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
123.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
123.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
123.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
123.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
123.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
123.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
123.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
122.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
122.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
121.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
121.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
121.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
121.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
121.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
121.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
121.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
121.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
121.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
121.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
121.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
121.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
120.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
120.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
120.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
120.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
120.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
120.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
119.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
119.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
119.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
119.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
119.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
119.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
119.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
119.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
118.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
118.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
118.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
118.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
118.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
118.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
118.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
118.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
117.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
117.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
117.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
117.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
117.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
117.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
116.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
116.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
116.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
116.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
116.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
116.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
116.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
116.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
116.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
116.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
116.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
116.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
115.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
115.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
115.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
115.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
115.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
115.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
115.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
114.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
114.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
114.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
114.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
114.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
113.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
113.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
113.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
113.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
113.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
113.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
112.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
112.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
112.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
112.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
112.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
112.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
111.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
111.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
111.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
111.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
111.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
111.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
111.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
111.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
111.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
111.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
110.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
110.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
110.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
110.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
109.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
109.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
109.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
109.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
108.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
108.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
108.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
108.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
108.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
108.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
107.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
107.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
107.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
107.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
107.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
107.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
107.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
107.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
107.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
107.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
107.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
107.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
106.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
106.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
106.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
106.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
106.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
106.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
106.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
106.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
106.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
105.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
105.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
105.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
104.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
103.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
103.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
103.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
103.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
102.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
102.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
102.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
102.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
102.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
102.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
102.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
102.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
102.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
102.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
102.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
102.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
101.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
101.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
101.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
101.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
101.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
101.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
101.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
101.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
101.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
101.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
101.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
100.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
100.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
100.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
100.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
100.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
100.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
100.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
100.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
100.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
100.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
100.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
99.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
99.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
99.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
99.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
99.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
98.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
98.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
98.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
98.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
98.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
98.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
97.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
97.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
97.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
97.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
97.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
97.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
97.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
97.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
97.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
97.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
96.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
96.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
96.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
96.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
95.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
95.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
95.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
95.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
95.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
94.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
94.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
93.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
93.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
93.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
93.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
93.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
93.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
93.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
93.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
92.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
92.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
92.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
91.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
91.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
91.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
91.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
91.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
91.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
90.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
90.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
90.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
90.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
90.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
90.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
89.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
89.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
89.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
89.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
89.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
89.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
89.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
88.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
88.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
88.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
88.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
88.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
88.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
88.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
88.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
87.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
87.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
87.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
87.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
87.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
86.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
86.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
86.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
86.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
86.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
85.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
85.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
85.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
85.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
85.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
85.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
85.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
85.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
84.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
84.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
84.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
84.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
84.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
84.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
84.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
84.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
83.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
83.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
82.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
82.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
82.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
82.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
82.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
82.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
81.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
81.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
81.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
81.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
81.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
81.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
80.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
80.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
80.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
80.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
80.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
79.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
79.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
79.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
79.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
78.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
78.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
78.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
77.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
77.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
77.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
77.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
77.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
76.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
76.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
76.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
76.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
75.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
75.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
75.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
74.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
74.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
74.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
73.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
73.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
73.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
73.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
73.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
72.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
72.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
72.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
71.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
71.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
71.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
70.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
70.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
69.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
69.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
68.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
68.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
68.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
68.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
68.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
67.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
66.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
66.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
66.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
66.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
65.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
65.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
65.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
65.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
64.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
63.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
62.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
61.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
61.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
60.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
60.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
60.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
59.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
59.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
59.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
58.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
57.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
57.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
57.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
56.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
56.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
55.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
54.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
54.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
54.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
53.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
53.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
50.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
49.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
49.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
49.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
49.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
48.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
48.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
47.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
44.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
43.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
43.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
42.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
42.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
41.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
40.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
39.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
38.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
37.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
37.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
36.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
35.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
30.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
29.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
COMMD6 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
98.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
218.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
168.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
167.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
152.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
149.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
146.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
144.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
141.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
135.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
134.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
132.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
128.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
126.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
121.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
121.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
121.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
120.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
119.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
119.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
118.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
116.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
115.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
115.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
115.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
114.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
114.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
113.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
108.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
107.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
107.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
106.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
106.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
104.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
103.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
103.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
102.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
102.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
101.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
101.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
100.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
99.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
99.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
99.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
98.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
98.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
96.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
95.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
94.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
94.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
94.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
94.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
93.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
92.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
92.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
92.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
91.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
91.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
90.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
89.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
89.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
89.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
88.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
88.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
88.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
88.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
86.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
86.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
85.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
84.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
84.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
83.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
82.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
81.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
81.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
79.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
79.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
78.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
77.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
77.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
77.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
76.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
76.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
75.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
75.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
75.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
74.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
73.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
72.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
71.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
71.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
71.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
67.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
65.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
64.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
63.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
57.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
56.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
54.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
53.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
COMMD6 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
108.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
280.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
268.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
263.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
250.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
247.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
240.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
238.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
236.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
224.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
216.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
212.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
207.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
203.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
200.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
199.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
198.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
197.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
195.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
194.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
192.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
192.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
192.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
189.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
188.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
187.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
183.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
182.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
178.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
176.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
176.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
175.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
174.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
170.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
170.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
168.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
168.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
168.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
165.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
163.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
161.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
161.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
160.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
159.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
159.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
159.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
158.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
156.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
156.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
155.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
155.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
153.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
152.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
152.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
152.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
152.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
152.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
151.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
151.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
150.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
150.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
150.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
149.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
148.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
148.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
147.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
147.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
146.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
146.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
145.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
145.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
144.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
143.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
142.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
141.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
141.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
140.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
140.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
139.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
139.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
138.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
138.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
138.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
138.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
137.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
137.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
136.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
136.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
136.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
135.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
135.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
135.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
135.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
134.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
133.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
133.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
132.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
132.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
132.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
131.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
131.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
131.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
130.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
130.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
129.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
129.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
127.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
127.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
127.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
127.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
125.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
125.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
125.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
124.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
123.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
122.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
122.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
122.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
121.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
121.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
120.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
120.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
119.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
119.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
119.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
118.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
117.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
116.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
116.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
115.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
115.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
114.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
114.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
114.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
114.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
114.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
114.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
113.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
112.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
112.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
111.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
110.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
110.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
109.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
109.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
109.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
109.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
108.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
107.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
107.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
107.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
107.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
107.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
106.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
106.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
106.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
106.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
105.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
104.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
103.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
103.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
101.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
100.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
100.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
98.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
98.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
98.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
97.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
97.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
97.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
97.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
97.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
97.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
96.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
96.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
96.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
94.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
93.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
93.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
91.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
91.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
91.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
90.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
89.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
89.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
89.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
88.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
87.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
86.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
86.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
86.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
86.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
86.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
86.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
84.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
84.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
84.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
83.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
83.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
83.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
82.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
82.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
80.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
80.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
80.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
79.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
79.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
79.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
78.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
78.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
77.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
75.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
74.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
74.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
74.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
69.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
68.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
67.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
67.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
65.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
65.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
65.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
65.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
64.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
63.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
63.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
63.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
62.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
61.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
60.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
58.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
57.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
56.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
55.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
52.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
48.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
47.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
46.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
45.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
44.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
43.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
39.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
38.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
38.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
37.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
37.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
36.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
35.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
35.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
35.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
35.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
32.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
32.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
31.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
31.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
30.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
28.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
28.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
27.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
26.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
26.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
25.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
19.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
19.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
17.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
6.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
3.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
1.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
0.8
CPT0088550004
Tumor
0.6
CPT0002270011
Tumor
0.5
CPT0079000001
Normal
0.5
CPT0020120003
Tumor
0.5
CPT0009060003
Tumor
0.5
CPT0064370003
Tumor
0.5
CPT0009080003
Normal
0.5
CPT0012570003
Normal
0.5
CPT0078840001
Normal
0.5
CPT0088780001
Normal
0.4
CPT0012090003
Normal
0.4
CPT0000790001
Normal
0.4
CPT0018250001
Normal
0.3
CPT0065450001
Normal
0.3
CPT0066430001
Normal
0.3
CPT0078800003
Tumor
0.3
CPT0017450001
Normal
0.3
CPT0014350001
Normal
0.3
CPT0001540009
Tumor
0.3
CPT0023710001
Normal
0.3
CPT0013790003
Normal
0.3
CPT0065820001
Normal
0.3
CPT0009020003
Normal
0.3
CPT0012290003
Normal
0.3
CPT0025610001
Normal
0.3
CPT0077140001
Normal
0.3
CPT0086890003
Normal
0.3
CPT0012920003
Normal
0.3
CPT0001220008
Tumor
0.3
CPT0087050003
Normal
0.3
CPT0012770003
Normal
0.3
CPT0011410003
Tumor
0.2
CPT0089040001
Normal
0.2
CPT0017410003
Tumor
0.2
CPT0020020001
Normal
0.2
CPT0006530001
Normal
0.2
CPT0076350001
Normal
0.2
CPT0026410003
Tumor
0.2
CPT0088500001
Normal
0.2
CPT0024680001
Normal
0.2
CPT0082010001
Normal
0.2
CPT0079430001
Normal
0.2
CPT0089480003
Normal
0.2
CPT0078940001
Normal
0.2
CPT0000890001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0071150004
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0077500001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0009000003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0025230003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0023360001
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0025060001
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0088920001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0063630003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0012280003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0077320001
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0069010001
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0089460004
Tumor
-0.1
CPT0092190003
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0014160003
Tumor
-0.1
CPT0001270001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0012080003
Tumor
-0.1
CPT0007470001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0092730003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0086370003
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0075720003
Tumor
-0.1
CPT0086950003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0085670003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0086870003
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0001260009
Tumor
-0.1
CPT0076330003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0000640003
Tumor
-0.2
CPT0014450004
Tumor
-0.2
CPT0078670001
Normal
-0.2
CPT0025350003
Tumor
-0.2
CPT0001510001
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0007860003
Tumor
-0.2
CPT0092740003
Normal
-0.2
CPT0088480003
Tumor
-0.2
CPT0023350003
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0077110003
Tumor
-0.2
CPT0063330001
Normal
-0.2
CPT0086820003
Tumor
-0.2
CPT0017850003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0069160003
Tumor
-0.3
CPT0001350001
Normal
-0.3
CPT0015730003
Tumor
-0.3
CPT0065930003
Tumor
-0.3
CPT0086830003
Normal
-0.3
CPT0088630003
Tumor
-0.3
CPT0075170001
Normal
-0.3
CPT0092290003
Tumor
-0.3
CPT0081600003
Tumor
-0.3
CPT0025580004
Tumor
-0.3
CPT0079510001
Normal
-0.3
CPT0012180003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0010110003
Tumor
-0.3
CPT0077310003
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0065870003
Tumor
-0.3
CPT0092310003
Normal
-0.4
CPT0079180003
Tumor
-0.4
CPT0088760003
Tumor
-0.4
CPT0086030003
Tumor
-0.4
CPT0000780007
Tumor
-0.4
CPT0075130003
Tumor
-0.4
CPT0001340003
Tumor
-0.4
CPT0020130001
Normal
-0.4
CPT0084560003
Tumor
-0.4
CPT0066480003
Tumor
-0.4
CPT0025170003
Tumor
-0.5
CPT0081880003
Tumor
-0.5
CPT0087040003
Tumor
-0.5
CPT0065690003
Tumor
-0.5
CPT0077490003
Tumor
-0.5
CPT0089020003
Tumor
-0.6
CPT0069000003
Tumor
-0.6
CPT0025290003
Tumor
-0.6
CPT0019990003
Tumor
-0.6
CPT0023690003
Tumor
-0.6
CPT0092790003
Tumor
-0.7
CPT0066470004
Tumor
-0.8
CPT0001500009
Tumor
-0.9
CPT0075560003
Tumor
-1.0
CPT0078510003
Tumor
-1.6
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
