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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.
CCT6A 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
49.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
184.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
92.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
87.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
81.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
80.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
78.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
77.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
76.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
73.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
72.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
71.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
71.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
67.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
67.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
65.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
63.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
63.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
61.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
59.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
59.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
54.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
52.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
51.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
51.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
51.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
48.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
48.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
48.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
48.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
46.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
46.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
45.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
45.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
43.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
42.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
41.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
41.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
40.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
39.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
39.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
38.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
37.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
36.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
35.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
35.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
33.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
32.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
32.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
32.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
32.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
31.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
31.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
31.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
29.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
28.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
28.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
26.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
26.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
24.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
23.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
19.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
15.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
11.1
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.
CCT6A 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
62.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
225.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
194.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
183.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
171.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
153.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
152.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
147.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
143.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
139.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
137.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
135.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
132.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
129.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
125.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
121.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
121.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
118.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
117.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
116.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
116.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
114.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
112.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
112.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
111.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
110.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
110.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
110.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
105.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
104.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
103.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
102.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
97.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
97.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
97.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
96.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
96.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
96.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
95.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
94.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
94.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
93.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
92.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
92.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
92.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
90.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
90.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
90.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
88.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
88.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
87.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
87.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
87.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
87.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
86.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
86.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
86.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
86.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
86.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
85.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
85.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
84.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
84.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
84.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
84.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
84.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
83.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
83.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
83.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
83.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
82.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
82.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
82.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
82.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
82.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
81.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
81.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
81.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
81.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
81.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
80.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
80.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
80.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
79.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
79.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
79.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
78.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
78.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
78.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
78.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
78.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
78.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
78.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
78.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
78.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
77.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
77.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
77.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
77.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
77.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
77.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
77.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
77.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
77.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
77.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
77.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
77.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
76.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
76.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
76.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
76.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
76.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
76.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
75.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
75.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
75.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
75.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
75.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
75.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
74.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
74.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
74.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
74.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
74.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
74.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
73.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
73.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
73.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
73.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
73.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
72.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
72.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
72.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
72.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
72.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
72.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
72.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
72.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
72.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
72.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
72.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
71.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
71.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
71.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
71.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
71.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
71.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
71.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
71.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
71.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
71.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
71.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
71.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
71.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
71.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
71.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
71.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
71.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
71.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
70.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
70.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
70.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
70.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
70.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
70.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
70.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
70.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
70.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
70.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
69.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
69.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
69.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
69.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
69.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
69.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
68.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
68.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
68.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
68.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
68.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
68.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
68.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
68.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
68.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
68.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
68.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
68.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
67.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
67.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
67.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
67.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
67.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
67.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
67.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
67.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
67.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
67.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
67.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
67.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
67.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
67.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
66.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
66.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
66.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
66.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
66.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
66.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
66.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
65.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
65.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
65.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
65.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
65.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
65.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
65.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
65.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
65.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
65.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
65.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
65.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
65.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
65.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
64.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
64.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
64.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
64.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
64.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
64.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
64.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
64.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
64.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
64.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
63.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
63.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
63.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
63.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
63.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
63.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
63.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
62.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
62.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
62.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
62.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
62.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
62.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
62.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
62.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
62.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
62.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
62.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
61.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
61.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
61.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
61.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
61.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
61.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
61.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
61.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
61.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
61.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
61.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
61.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
61.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
61.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
61.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
61.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
60.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
60.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
60.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
60.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
60.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
60.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
60.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
60.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
60.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
60.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
60.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
60.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
60.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
60.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
60.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
59.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
59.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
59.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
59.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
59.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
59.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
59.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
59.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
59.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
59.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
59.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
58.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
58.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
58.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
58.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
58.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
58.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
58.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
58.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
58.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
58.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
58.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
58.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
57.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
57.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
57.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
56.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
56.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
56.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
56.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
56.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
55.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
55.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
55.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
55.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
55.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
55.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
55.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
55.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
55.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
55.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
54.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
54.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
54.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
54.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
54.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
54.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
54.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
54.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
54.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
53.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
53.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
53.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
53.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
53.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
53.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
53.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
53.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
53.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
53.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
53.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
53.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
53.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
53.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
53.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
52.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
52.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
52.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
52.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
52.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
52.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
52.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
52.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
51.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
51.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
51.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
51.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
51.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
51.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
51.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
51.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
51.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
51.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
51.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
51.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
50.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
50.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
50.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
49.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
49.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
49.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
49.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
48.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
48.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
48.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
48.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
48.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
48.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
48.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
48.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
48.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
48.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
48.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
47.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
47.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
47.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
47.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
47.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
46.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
46.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
46.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
46.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
45.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
45.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
45.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
45.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
45.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
45.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
45.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
45.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
45.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
45.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
45.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
44.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
44.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
44.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
44.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
44.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
44.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
44.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
44.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
44.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
44.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
43.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
43.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
43.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
43.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
43.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
43.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
43.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
43.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
42.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
42.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
42.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
41.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
40.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
40.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
40.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
40.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
40.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
40.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
40.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
39.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
39.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
39.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
39.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
39.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
39.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
38.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
38.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
38.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
36.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
36.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
36.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
36.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
36.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
36.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
36.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
35.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
35.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
35.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
35.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
34.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
34.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
34.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
34.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
34.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
33.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
33.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
33.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
33.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
32.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
32.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
31.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
31.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
31.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
31.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
31.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
31.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
31.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
30.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
30.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
30.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
30.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
29.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
29.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
29.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
28.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
28.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
28.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
28.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
28.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
28.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
27.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
27.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
27.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
27.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
27.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
27.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
26.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
25.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
25.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
25.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
25.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
25.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
24.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
24.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
24.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
24.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
24.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
23.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
23.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
22.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
21.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
21.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
21.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
20.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
19.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
19.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
17.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
16.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
15.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
13.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
12.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
12.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
11.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
11.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
10.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
10.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 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.
CCT6A 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
77.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
396.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
159.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
148.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
127.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
125.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
116.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
112.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
108.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
104.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
104.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
103.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
102.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
100.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
97.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
96.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
95.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
94.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
92.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
89.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
89.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
88.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
87.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
87.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
86.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
86.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
85.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
85.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
84.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
83.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
82.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
82.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
81.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
81.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
80.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
79.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
79.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
78.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
77.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
77.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
76.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
76.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
75.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
75.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
74.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
73.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
73.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
72.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
72.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
72.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
71.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
70.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
70.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
70.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
69.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
69.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
68.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
68.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
67.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
67.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
66.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
66.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
65.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
65.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
64.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
64.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
64.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
63.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
63.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
63.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
63.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
62.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
61.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
61.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
61.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
60.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
60.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
60.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
59.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
59.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
58.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
58.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
58.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
57.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
55.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
52.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
51.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
51.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
51.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
51.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
50.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
49.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
49.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
48.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
46.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
45.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
43.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
40.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
40.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
38.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CCT6A is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
63.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
187.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
178.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
167.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
159.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
159.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
144.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
137.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
132.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
132.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
130.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
129.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
125.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
125.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
125.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
123.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
117.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
112.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
111.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
111.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
110.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
108.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
107.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
105.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
104.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
102.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
102.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
102.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
101.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
101.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
101.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
101.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
100.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
99.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
96.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
96.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
95.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
95.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
95.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
95.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
94.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
94.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
94.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
94.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
93.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
92.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
91.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
91.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
91.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
91.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
89.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
89.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
89.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
88.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
87.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
87.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
86.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
85.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
84.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
84.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
83.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
83.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
83.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
83.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
82.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
82.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
82.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
82.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
82.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
81.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
80.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
80.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
80.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
79.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
79.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
79.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
78.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
77.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
76.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
76.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
76.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
76.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
75.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
75.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
75.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
75.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
75.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
75.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
75.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
75.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
74.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
74.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
74.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
74.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
74.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
73.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
73.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
73.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
73.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
72.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
72.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
72.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
70.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
70.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
70.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
69.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
69.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
69.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
69.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
69.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
69.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
68.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
68.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
68.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
67.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
67.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
67.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
66.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
66.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
66.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
66.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
65.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
65.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
65.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
64.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
64.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
64.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
64.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
63.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
63.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
63.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
62.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
62.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
62.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
61.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
61.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
61.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
61.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
61.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
60.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
60.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
60.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
59.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
59.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
58.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
58.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
58.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
58.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
58.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
57.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
57.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
56.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
56.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
56.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
56.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
56.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
56.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
56.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
55.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
54.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
54.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
54.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
54.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
54.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
54.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
53.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
53.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
53.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
52.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
51.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
51.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
51.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
51.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
51.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
50.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
50.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
50.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
50.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
50.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
50.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
50.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
50.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
49.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
49.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
49.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
49.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
49.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
49.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
48.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
47.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
47.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
47.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
46.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
46.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
45.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
45.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
44.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
44.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
43.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
43.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
43.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
43.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
43.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
43.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
42.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
42.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
42.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
42.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
41.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
41.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
41.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
41.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
40.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
40.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
40.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
39.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
39.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
39.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
38.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
38.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
38.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
38.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
37.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
37.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
36.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
36.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
36.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
36.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
35.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
35.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
35.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
34.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
34.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
33.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
32.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
31.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
31.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
31.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
30.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
30.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
30.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
29.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
28.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
28.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
27.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
27.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
27.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
27.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
26.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
26.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
25.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
25.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
25.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
24.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
24.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
23.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
23.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
23.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
22.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
22.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
22.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
21.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
21.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
21.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
21.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
21.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
20.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
20.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
19.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
18.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
18.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
17.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
17.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
16.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
16.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
16.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
16.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
14.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
13.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
13.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
12.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
11.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
10.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0081880003
Tumor
0.7
CPT0021240003
Tumor
0.7
CPT0088970003
Tumor
0.6
CPT0025050003
Tumor
0.5
CPT0015730003
Tumor
0.5
CPT0000640003
Tumor
0.5
CPT0012080003
Tumor
0.5
CPT0001540009
Tumor
0.5
CPT0001500009
Tumor
0.5
CPT0025880003
Tumor
0.5
CPT0025110003
Tumor
0.5
CPT0086030003
Tumor
0.5
CPT0015810003
Tumor
0.4
CPT0001340003
Tumor
0.4
CPT0009000003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0065930003
Tumor
0.4
CPT0012900004
Tumor
0.4
CPT0025230003
Tumor
0.4
CPT0065430003
Tumor
0.3
CPT0092290003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0079410003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0075130003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0071150004
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0024670003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0023350003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0069160003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0076330003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0002270011
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0078830003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0078990003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0065690003
Tumor
0.1
CPT0089480003
Normal
0.0
CPT0026420001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0014450004
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0020120003
Tumor
0.0
CPT0088760003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0012570003
Normal
0.0
CPT0018250001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0066430001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0078660003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0084560003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0063640001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0064400001
Normal
-0.1
CPT0026410003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0014370004
Tumor
-0.1
CPT0012370003
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0015910003
Tumor
-0.1
CPT0086950003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0081990003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0078800003
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0066480003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0065810003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0011410003
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0088550004
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0084590001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0012640003
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0012290003
Normal
-0.2
CPT0069190001
Normal
-0.2
CPT0086830003
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0088570001
Normal
-0.2
CPT0075170001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0077320001
Normal
-0.2
CPT0092190003
Normal
-0.2
CPT0017850003
Tumor
-0.2
CPT0086870003
Tumor
-0.2
CPT0088480003
Tumor
-0.3
CPT0001230001
Normal
-0.3
CPT0001180009
Tumor
-0.3
CPT0012180003
Tumor
-0.3
CPT0079300001
Normal
-0.3
CPT0088630003
Tumor
-0.4
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.