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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.
TMEM243 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
26.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
55.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
48.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
44.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
43.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
42.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
42.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
42.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
41.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
41.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
40.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
39.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
38.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
37.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
34.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
33.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
32.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
32.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
32.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
30.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
29.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
29.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
29.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
29.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
29.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
28.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
27.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
27.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
26.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
26.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
25.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
24.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
24.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
24.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
24.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
24.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
24.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
23.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
22.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
22.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
22.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
21.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
21.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
20.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
19.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
19.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
18.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
17.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
17.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
17.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
17.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
16.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
16.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
16.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
16.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
15.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
15.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
15.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
14.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
13.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
13.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
12.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
11.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
10.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 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.
TMEM243 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
46.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
204.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
172.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
167.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
164.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
115.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
109.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
106.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
102.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
101.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
96.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
92.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
91.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
90.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
89.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
88.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
87.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
86.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
85.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
83.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
82.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
81.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
81.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
81.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
80.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
80.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
78.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
77.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
77.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
77.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
75.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
75.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
75.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
74.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
74.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
71.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
70.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
70.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
70.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
69.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
68.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
67.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
67.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
67.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
67.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
66.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
66.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
66.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
66.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
65.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
65.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
65.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
65.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
65.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
64.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
64.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
64.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
64.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
64.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
64.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
63.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
63.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
63.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
63.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
63.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
63.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
62.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
62.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
62.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
62.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
62.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
62.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
62.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
62.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
62.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
62.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
62.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
61.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
61.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
61.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
61.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
61.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
61.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
61.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
61.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
61.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
61.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
61.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
60.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
60.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
60.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
60.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
60.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
60.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
59.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
59.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
59.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
58.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
58.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
58.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
58.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
58.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
58.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
58.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
58.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
58.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
57.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
57.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
57.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
57.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
57.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
57.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
57.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
57.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
57.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
57.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
57.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
57.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
57.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
57.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
56.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
56.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
56.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
56.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
56.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
56.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
55.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
55.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
55.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
55.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
55.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
55.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
55.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
55.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
55.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
54.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
54.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
54.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
54.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
54.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
54.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
54.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
54.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
54.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
54.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
54.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
54.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
53.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
53.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
53.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
53.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
53.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
52.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
52.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
52.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
52.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
52.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
52.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
52.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
52.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
52.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
51.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
51.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
51.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
51.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
51.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
51.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
51.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
51.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
51.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
51.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
51.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
51.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
50.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
50.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
50.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
50.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
50.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
50.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
50.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
50.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
50.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
49.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
49.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
49.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
49.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
49.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
49.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
49.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
49.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
49.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
49.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
49.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
49.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
49.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
49.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
49.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
49.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
49.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
48.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
48.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
48.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
48.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
48.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
48.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
48.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
48.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
48.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
48.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
48.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
48.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
48.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
48.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
48.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
48.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
48.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
47.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
47.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
47.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
47.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
47.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
47.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
47.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
47.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
47.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
47.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
47.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
46.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
46.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
46.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
46.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
46.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
46.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
46.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
46.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
46.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
46.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
45.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
45.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
45.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
45.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
45.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
45.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
45.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
45.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
44.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
44.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
44.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
44.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
44.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
44.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
44.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
44.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
44.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
44.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
44.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
44.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
44.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
44.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
44.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
44.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
44.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
43.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
43.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
43.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
43.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
43.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
43.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
43.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
43.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
43.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
43.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
43.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
42.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
42.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
42.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
42.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
42.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
42.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
42.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
42.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
42.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
42.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
42.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
42.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
42.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
42.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
42.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
42.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
42.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
42.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
42.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
42.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
42.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
42.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
42.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
42.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
42.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
42.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
41.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
41.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
41.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
41.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
41.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
41.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
41.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
41.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
41.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
41.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
41.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
40.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
40.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
40.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
40.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
40.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
40.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
40.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
40.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
40.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
40.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
39.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
39.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
39.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
39.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
39.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
39.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
39.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
39.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
39.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
38.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
38.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
38.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
38.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
38.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
38.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
38.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
38.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
38.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
38.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
38.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
38.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
38.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
38.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
37.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
37.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
37.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
37.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
37.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
37.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
37.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
37.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
37.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
37.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
37.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
37.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
37.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
37.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
36.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
36.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
36.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
36.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
36.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
36.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
36.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
36.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
36.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
36.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
35.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
35.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
35.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
35.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
35.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
35.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
35.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
35.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
35.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
35.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
35.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
35.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
35.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
35.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
35.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
34.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
34.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
34.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
34.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
34.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
34.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
34.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
34.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
34.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
34.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
34.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
34.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
34.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
34.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
34.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
33.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
33.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
33.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
33.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
33.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
33.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
33.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
33.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
33.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
33.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
32.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
32.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
32.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
32.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
32.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
32.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
32.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
32.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
32.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
32.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
32.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
32.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
31.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
31.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
31.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
31.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
31.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
31.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
31.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
31.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
31.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
31.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
31.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
31.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
30.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
30.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
30.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
30.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
30.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
30.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
29.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
29.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
29.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
29.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
29.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
29.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
29.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
28.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
28.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
28.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
28.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
28.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
28.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
28.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
28.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
28.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
27.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
27.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
27.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
27.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
26.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
26.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
26.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
26.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
26.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
26.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
26.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
25.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
25.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
25.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
25.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
25.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
25.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
25.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
25.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
24.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
24.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
24.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
24.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
24.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
24.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
23.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
23.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
23.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
23.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
22.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
22.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
22.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
22.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
22.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
21.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
21.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
21.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
20.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
20.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
20.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
20.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
20.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
19.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
19.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
19.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
18.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
18.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
18.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
17.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
17.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
17.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
17.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
16.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
16.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
16.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
16.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
15.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
15.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
15.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
15.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
14.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
14.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
14.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
13.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
13.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
12.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
12.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
12.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM243 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
70.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
217.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
181.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
152.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
129.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
122.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
120.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
117.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
115.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
107.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
104.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
103.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
102.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
97.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
96.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
96.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
94.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
94.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
93.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
92.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
90.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
90.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
89.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
88.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
87.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
81.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
77.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
76.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
76.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
75.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
75.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
75.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
74.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
74.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
74.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
72.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
72.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
71.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
71.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
70.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
70.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
70.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
70.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
69.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
69.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
69.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
68.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
67.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
67.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
66.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
66.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
66.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
65.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
65.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
64.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
64.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
64.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
63.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
63.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
63.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
63.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
62.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
62.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
61.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
59.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
59.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
59.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
58.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
58.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
58.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
57.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
57.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
57.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
54.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
54.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
54.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
50.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
50.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
50.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
47.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
46.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
46.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
46.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
45.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
45.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
45.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
45.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
43.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
42.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
42.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
41.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
40.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
38.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
37.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
36.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
33.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
32.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
29.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
23.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
21.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
TMEM243 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
39.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
134.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
106.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
102.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
94.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
85.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
84.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
83.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
82.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
81.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
81.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
79.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
75.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
74.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
74.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
73.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
73.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
72.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
72.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
72.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
71.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
70.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
70.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
70.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
70.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
70.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
69.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
69.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
68.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
67.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
67.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
67.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
66.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
66.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
66.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
66.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
65.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
65.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
64.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
64.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
63.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
63.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
63.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
63.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
62.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
61.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
59.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
59.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
59.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
58.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
57.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
57.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
57.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
56.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
55.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
55.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
54.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
54.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
54.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
53.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
53.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
53.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
53.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
53.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
53.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
52.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
52.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
52.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
51.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
51.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
51.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
51.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
51.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
51.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
50.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
50.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
50.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
49.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
49.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
49.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
49.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
48.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
48.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
48.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
48.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
47.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
47.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
47.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
47.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
47.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
47.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
47.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
47.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
46.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
46.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
45.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
45.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
44.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
44.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
44.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
44.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
44.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
44.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
44.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
44.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
43.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
43.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
43.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
42.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
42.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
42.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
42.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
42.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
42.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
41.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
41.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
41.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
41.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
41.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
41.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
41.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
40.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
40.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
40.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
40.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
39.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
39.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
39.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
39.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
39.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
39.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
39.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
38.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
38.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
38.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
38.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
38.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
37.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
37.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
37.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
37.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
37.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
37.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
37.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
37.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
37.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
37.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
36.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
36.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
36.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
36.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
36.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
36.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
36.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
35.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
35.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
35.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
35.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
35.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
35.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
35.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
34.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
34.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
34.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
34.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
33.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
33.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
33.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
33.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
33.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
33.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
33.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
32.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
32.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
32.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
32.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
32.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
32.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
31.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
31.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
31.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
31.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
31.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
31.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
31.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
30.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
30.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
30.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
30.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
30.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
30.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
30.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
30.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
29.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
29.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
29.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
29.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
29.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
28.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
28.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
28.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
28.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
27.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
27.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
27.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
26.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
26.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
26.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
25.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
25.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
25.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
25.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
25.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
24.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
24.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
24.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
24.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
24.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
24.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
23.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
23.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
23.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
22.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
22.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
22.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
22.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
22.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
22.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
22.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
22.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
22.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
21.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
21.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
21.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
21.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
20.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
20.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
20.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
20.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
19.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
19.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
19.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
19.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
19.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
18.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
18.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
18.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
18.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
17.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
16.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
16.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
16.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
16.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
16.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
16.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
16.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
14.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
14.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
14.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
14.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
13.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
13.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
13.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
13.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
12.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
12.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
11.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
11.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
11.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
10.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
10.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
10.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
9.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
8.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
7.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
5.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
5.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
3.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
