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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.
TMEM14B 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
50.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
125.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
113.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
90.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
84.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
82.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
75.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
74.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
72.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
68.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
67.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
65.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
65.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
63.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
62.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
62.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
60.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
60.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
59.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
59.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
57.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
57.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
57.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
54.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
54.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
52.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
52.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
52.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
52.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
51.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
51.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
50.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
49.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
49.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
45.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
45.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
45.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
45.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
42.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
39.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
38.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
38.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
38.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
38.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
36.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
36.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
35.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
35.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
34.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
34.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
34.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
34.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
34.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
33.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
33.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
33.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
32.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
32.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
29.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
28.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
26.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
26.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
22.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
16.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM14B 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
65.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
184.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
166.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
163.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
163.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
161.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
158.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
154.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
144.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
140.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
138.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
131.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
131.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
129.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
128.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
118.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
114.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
112.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
111.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
111.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
110.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
109.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
105.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
104.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
101.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
101.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
99.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
98.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
98.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
96.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
96.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
96.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
96.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
95.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
95.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
95.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
94.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
94.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
94.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
93.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
93.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
93.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
93.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
92.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
92.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
91.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
91.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
91.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
91.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
91.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
91.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
91.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
91.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
90.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
90.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
90.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
90.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
90.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
90.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
89.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
89.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
89.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
89.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
88.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
88.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
87.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
86.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
85.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
85.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
85.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
85.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
85.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
85.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
85.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
85.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
85.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
84.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
84.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
84.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
83.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
83.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
83.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
83.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
82.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
82.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
81.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
81.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
81.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
81.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
81.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
80.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
80.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
80.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
80.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
79.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
79.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
79.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
79.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
79.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
79.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
79.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
79.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
78.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
78.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
78.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
78.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
78.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
78.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
78.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
77.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
77.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
77.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
77.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
77.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
77.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
76.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
76.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
76.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
76.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
76.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
76.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
76.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
76.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
75.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
75.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
75.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
75.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
75.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
75.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
75.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
75.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
75.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
75.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
74.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
74.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
74.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
74.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
74.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
74.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
74.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
74.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
74.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
74.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
74.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
73.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
73.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
73.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
73.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
73.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
73.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
73.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
73.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
73.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
73.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
72.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
72.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
72.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
72.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
72.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
72.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
72.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
72.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
72.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
71.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
71.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
71.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
71.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
71.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
71.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
71.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
71.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
71.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
71.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
71.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
71.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
71.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
70.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
70.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
70.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
70.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
70.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
70.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
70.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
70.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
70.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
69.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
69.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
69.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
69.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
69.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
69.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
69.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
69.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
68.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
68.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
68.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
68.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
68.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
68.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
68.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
68.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
68.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
68.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
68.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
68.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
67.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
67.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
67.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
67.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
67.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
67.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
67.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
67.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
67.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
67.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
66.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
66.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
66.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
66.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
66.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
66.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
66.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
66.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
66.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
65.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
65.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
65.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
65.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
65.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
65.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
65.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
65.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
65.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
65.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
65.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
65.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
64.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
64.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
64.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
64.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
64.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
64.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
64.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
64.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
64.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
64.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
64.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
63.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
63.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
63.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
63.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
63.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
63.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
63.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
63.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
63.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
63.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
63.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
62.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
62.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
62.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
62.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
62.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
62.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
62.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
62.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
62.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
62.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
61.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
61.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
61.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
61.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
61.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
61.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
61.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
61.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
61.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
61.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
61.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
61.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
61.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
60.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
60.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
60.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
60.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
60.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
60.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
60.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
60.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
60.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
60.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
60.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
60.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
60.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
60.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
60.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
60.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
59.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
59.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
59.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
59.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
59.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
59.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
59.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
59.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
59.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
59.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
59.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
59.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
58.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
58.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
58.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
58.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
58.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
58.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
58.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
58.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
58.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
58.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
58.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
58.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
57.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
57.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
57.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
57.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
57.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
57.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
57.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
57.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
57.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
57.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
56.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
56.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
56.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
56.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
56.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
56.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
56.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
56.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
55.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
55.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
55.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
55.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
55.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
55.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
55.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
55.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
55.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
54.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
54.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
54.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
54.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
54.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
54.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
53.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
53.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
53.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
53.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
53.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
53.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
53.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
53.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
53.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
53.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
53.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
53.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
53.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
53.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
53.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
53.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
52.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
52.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
52.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
52.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
52.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
52.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
52.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
52.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
52.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
52.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
52.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
52.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
52.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
52.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
51.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
51.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
51.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
51.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
51.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
51.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
51.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
51.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
51.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
51.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
50.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
50.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
50.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
50.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
50.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
50.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
50.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
50.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
50.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
49.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
49.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
49.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
49.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
49.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
49.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
49.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
48.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
48.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
47.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
47.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
47.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
47.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
47.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
47.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
47.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
47.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
47.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
47.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
47.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
47.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
46.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
46.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
46.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
46.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
46.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
46.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
46.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
46.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
45.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
45.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
45.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
45.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
45.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
45.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
44.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
44.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
44.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
44.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
44.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
44.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
44.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
44.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
44.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
44.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
44.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
44.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
44.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
43.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
43.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
43.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
43.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
43.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
43.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
42.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
42.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
42.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
42.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
42.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
42.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
41.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
41.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
41.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
41.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
41.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
41.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
41.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
41.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
40.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
40.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
40.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
40.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
39.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
39.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
39.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
39.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
38.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
38.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
38.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
38.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
38.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
37.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
37.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
36.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
36.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
36.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
35.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
35.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
35.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
35.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
35.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
34.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
34.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
34.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
33.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
33.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
33.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
33.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
33.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
33.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
31.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
31.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
31.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
30.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
30.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
29.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
28.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
28.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
27.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
27.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
27.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
27.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
27.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
27.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
24.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
24.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
20.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
17.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 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.
TMEM14B 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
73.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
254.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
125.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
124.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
122.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
112.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
99.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
93.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
92.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
91.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
90.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
90.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
90.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
89.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
88.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
87.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
87.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
87.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
87.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
85.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
85.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
85.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
84.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
84.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
83.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
83.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
82.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
81.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
80.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
80.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
80.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
79.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
79.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
79.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
79.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
79.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
78.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
78.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
78.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
77.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
76.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
75.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
75.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
74.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
74.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
74.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
73.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
73.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
73.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
72.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
71.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
70.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
70.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
69.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
67.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
67.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
67.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
66.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
66.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
65.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
64.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
64.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
64.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
64.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
64.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
63.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
63.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
63.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
62.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
62.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
61.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
61.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
61.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
61.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
60.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
60.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
59.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
59.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
58.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
58.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
58.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
57.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
57.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
57.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
56.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
56.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
56.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
53.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
53.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
52.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
52.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
51.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
50.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
47.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
44.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
43.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
43.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
41.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
37.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
35.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
TMEM14B is potential prognostic, high expression is unfavorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
66.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
213.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
181.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
167.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
150.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
144.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
134.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
130.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
129.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
128.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
122.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
120.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
118.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
115.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
113.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
111.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
111.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
108.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
104.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
104.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
104.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
103.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
101.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
99.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
97.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
96.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
96.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
95.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
95.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
94.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
94.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
93.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
91.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
90.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
90.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
90.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
89.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
88.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
88.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
87.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
87.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
87.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
86.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
86.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
86.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
86.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
84.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
84.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
83.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
83.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
83.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
82.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
82.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
82.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
81.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
81.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
80.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
80.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
79.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
79.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
78.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
78.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
78.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
78.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
78.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
78.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
78.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
78.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
77.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
77.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
76.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
76.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
76.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
76.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
76.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
76.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
75.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
75.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
75.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
75.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
75.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
75.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
75.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
75.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
75.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
75.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
74.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
74.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
74.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
74.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
74.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
73.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
73.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
72.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
72.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
72.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
72.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
72.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
72.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
72.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
72.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
71.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
71.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
70.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
70.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
70.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
70.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
70.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
70.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
70.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
70.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
70.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
70.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
69.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
69.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
69.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
69.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
69.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
69.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
69.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
69.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
68.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
68.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
67.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
67.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
67.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
67.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
67.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
67.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
67.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
67.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
66.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
66.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
66.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
66.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
65.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
65.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
65.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
65.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
65.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
65.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
65.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
65.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
65.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
64.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
64.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
64.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
64.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
64.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
64.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
64.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
63.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
63.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
63.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
63.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
63.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
63.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
62.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
62.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
62.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
62.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
61.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
61.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
61.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
61.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
61.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
60.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
60.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
60.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
60.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
60.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
60.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
59.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
59.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
59.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
59.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
59.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
59.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
59.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
58.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
58.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
58.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
58.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
57.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
57.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
57.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
57.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
57.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
56.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
56.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
56.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
56.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
55.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
55.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
55.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
55.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
54.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
54.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
54.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
54.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
53.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
53.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
52.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
52.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
52.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
51.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
51.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
51.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
51.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
51.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
51.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
50.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
50.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
50.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
50.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
50.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
50.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
49.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
48.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
48.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
47.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
47.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
47.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
47.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
47.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
47.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
46.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
46.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
46.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
45.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
45.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
45.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
45.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
44.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
43.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
43.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
43.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
43.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
42.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
42.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
42.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
41.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
41.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
41.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
41.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
40.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
40.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
40.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
39.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
39.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
38.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
38.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
38.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
37.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
37.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
37.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
36.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
35.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
35.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
34.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
30.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
30.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
30.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
30.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
29.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
29.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
29.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
28.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
27.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
27.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
25.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
23.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
23.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
22.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
22.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
22.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
20.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
19.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
14.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
11.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
8.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
7.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
5.1
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.
The Human Protein Atlas project is funded
