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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.
TXNL4A 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
77.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
187.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
142.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
136.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
130.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
124.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
119.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
115.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
112.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
111.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
110.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
110.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
104.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
97.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
94.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
94.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
91.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
89.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
88.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
87.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
87.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
86.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
85.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
85.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
85.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
84.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
81.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
81.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
81.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
80.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
78.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
77.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
76.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
74.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
74.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
72.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
71.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
69.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
68.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
68.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
67.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
66.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
65.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
64.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
63.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
63.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
59.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
58.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
58.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
58.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
58.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
54.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
54.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
54.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
51.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
49.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
47.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
44.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
43.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
41.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
39.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
39.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
32.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
26.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
TXNL4A is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
50.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
147.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
133.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
130.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
130.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
122.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
116.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
114.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
113.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
109.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
107.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
99.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
98.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
97.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
95.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
91.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
91.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
90.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
89.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
88.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
87.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
87.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
86.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
85.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
85.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
84.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
83.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
81.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
79.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
79.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
78.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
78.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
78.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
77.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
76.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
75.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
75.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
75.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
74.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
74.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
74.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
73.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
72.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
72.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
72.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
72.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
72.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
72.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
72.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
71.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
71.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
71.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
71.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
71.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
71.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
70.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
70.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
70.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
70.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
70.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
67.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
67.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
66.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
66.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
66.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
66.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
66.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
66.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
66.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
66.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
66.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
65.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
65.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
65.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
65.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
64.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
64.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
64.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
64.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
64.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
63.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
63.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
63.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
63.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
63.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
62.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
62.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
62.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
61.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
61.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
61.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
61.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
61.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
61.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
61.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
61.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
61.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
60.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
60.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
60.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
60.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
60.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
60.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
60.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
59.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
59.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
59.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
59.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
59.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
59.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
59.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
59.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
59.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
59.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
58.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
58.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
58.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
58.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
58.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
58.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
58.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
58.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
58.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
57.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
57.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
57.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
57.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
57.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
57.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
57.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
57.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
57.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
57.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
57.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
56.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
56.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
56.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
56.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
56.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
56.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
56.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
56.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
56.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
56.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
56.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
55.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
55.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
55.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
55.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
55.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
55.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
55.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
55.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
55.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
55.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
55.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
54.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
54.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
54.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
54.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
54.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
54.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
54.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
54.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
54.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
54.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
53.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
53.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
53.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
53.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
53.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
53.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
53.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
53.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
53.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
53.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
52.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
52.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
52.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
52.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
52.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
52.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
52.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
52.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
52.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
52.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
52.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
52.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
52.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
52.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
51.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
51.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
51.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
51.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
51.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
51.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
51.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
51.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
51.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
51.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
51.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
51.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
51.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
51.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
50.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
50.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
50.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
50.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
50.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
50.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
50.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
50.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
50.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
50.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
50.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
50.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
50.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
50.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
50.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
50.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
50.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
49.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
49.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
49.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
49.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
49.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
49.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
49.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
49.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
49.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
49.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
49.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
49.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
49.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
49.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
49.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
49.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
48.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
48.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
48.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
48.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
48.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
48.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
48.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
48.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
48.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
48.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
48.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
48.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
48.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
48.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
48.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
48.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
47.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
47.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
47.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
47.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
47.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
47.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
47.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
47.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
47.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
47.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
47.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
47.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
47.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
47.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
47.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
47.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
47.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
47.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
47.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
46.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
46.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
46.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
46.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
46.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
46.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
46.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
46.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
46.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
46.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
46.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
46.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
45.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
45.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
45.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
45.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
45.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
45.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
45.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
45.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
45.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
45.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
45.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
45.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
45.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
45.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
45.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
45.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
45.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
45.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
45.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
44.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
44.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
44.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
44.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
44.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
44.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
44.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
44.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
44.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
44.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
44.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
44.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
44.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
44.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
44.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
44.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
44.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
43.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
43.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
43.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
43.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
43.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
43.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
43.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
43.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
43.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
43.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
43.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
43.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
42.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
42.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
42.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
42.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
42.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
42.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
42.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
42.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
42.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
42.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
42.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
42.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
42.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
42.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
42.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
42.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
42.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
42.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
42.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
41.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
41.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
41.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
41.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
41.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
41.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
41.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
41.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
41.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
41.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
41.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
41.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
41.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
41.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
41.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
41.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
41.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
40.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
40.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
40.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
40.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
40.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
40.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
40.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
40.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
40.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
40.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
40.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
40.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
40.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
40.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
40.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
40.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
39.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
39.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
39.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
39.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
39.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
39.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
39.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
39.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
39.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
39.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
39.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
38.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
38.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
38.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
38.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
38.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
38.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
38.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
38.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
38.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
38.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
38.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
38.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
38.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
37.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
37.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
37.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
37.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
37.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
37.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
37.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
37.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
37.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
37.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
37.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
37.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
36.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
36.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
36.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
36.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
36.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
36.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
36.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
36.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
36.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
36.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
36.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
35.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
35.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
35.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
35.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
35.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
35.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
35.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
35.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
35.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
34.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
34.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
34.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
34.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
34.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
34.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
34.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
34.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
34.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
34.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
34.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
34.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
34.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
34.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
33.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
33.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
33.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
33.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
33.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
33.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
33.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
33.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
32.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
32.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
32.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
32.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
31.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
31.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
31.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
31.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
31.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
31.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
31.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
31.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
31.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
31.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
31.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
30.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
30.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
30.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
30.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
30.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
30.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
30.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
30.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
29.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
29.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
29.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
29.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
29.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
29.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
29.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
28.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
28.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
28.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
28.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
28.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
28.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
28.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
28.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
28.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
27.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
27.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
27.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
27.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
26.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
26.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
26.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
26.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
25.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
24.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
24.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
23.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
22.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
22.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
22.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
21.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
21.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
20.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
20.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
20.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 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.
TXNL4A 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
53.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
119.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
105.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
102.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
97.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
85.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
84.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
80.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
72.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
71.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
71.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
69.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
68.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
67.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
66.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
66.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
64.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
64.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
64.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
64.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
63.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
62.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
62.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
61.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
61.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
60.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
59.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
58.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
58.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
58.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
58.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
57.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
57.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
57.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
56.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
56.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
55.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
55.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
55.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
55.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
55.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
54.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
53.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
52.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
52.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
52.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
52.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
51.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
51.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
50.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
50.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
50.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
50.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
50.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
49.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
49.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
49.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
48.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
48.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
48.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
48.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
48.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
48.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
48.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
48.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
47.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
47.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
46.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
46.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
46.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
46.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
45.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
44.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
44.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
43.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
43.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
43.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
43.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
42.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
42.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
42.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
41.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
41.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
41.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
39.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
39.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
38.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
38.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
38.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
37.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
37.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
37.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
35.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
35.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
34.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
34.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
32.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
32.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
25.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
25.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TXNL4A is potential prognostic, high expression is favorable 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
61.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
173.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
171.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
167.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
157.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
153.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
150.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
133.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
132.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
132.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
130.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
128.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
127.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
126.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
126.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
123.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
121.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
120.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
119.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
118.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
115.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
110.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
110.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
107.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
106.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
106.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
105.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
103.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
102.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
101.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
100.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
98.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
98.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
95.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
94.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
92.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
91.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
90.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
88.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
86.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
86.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
85.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
85.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
85.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
85.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
83.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
83.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
83.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
83.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
81.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
80.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
79.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
79.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
79.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
78.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
77.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
77.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
76.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
76.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
75.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
74.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
74.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
74.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
74.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
73.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
73.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
72.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
72.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
72.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
72.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
72.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
72.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
71.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
70.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
70.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
70.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
70.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
69.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
69.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
68.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
68.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
68.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
68.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
67.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
67.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
66.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
66.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
66.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
66.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
65.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
65.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
65.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
65.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
65.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
65.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
65.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
64.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
64.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
64.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
64.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
64.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
64.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
64.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
64.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
63.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
62.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
62.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
62.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
62.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
62.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
62.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
61.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
61.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
61.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
61.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
61.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
61.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
60.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
60.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
60.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
59.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
59.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
59.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
59.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
59.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
58.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
58.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
58.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
58.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
58.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
58.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
58.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
57.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
57.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
57.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
57.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
57.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
57.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
57.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
56.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
56.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
56.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
56.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
56.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
55.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
55.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
55.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
54.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
54.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
54.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
54.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
54.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
54.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
54.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
53.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
53.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
53.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
53.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
53.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
53.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
53.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
53.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
53.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
53.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
53.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
53.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
52.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
52.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
52.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
51.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
51.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
51.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
51.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
51.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
51.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
51.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
51.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
50.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
50.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
50.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
50.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
50.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
50.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
49.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
49.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
49.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
49.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
49.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
49.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
49.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
49.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
49.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
48.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
48.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
48.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
48.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
48.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
48.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
48.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
47.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
47.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
47.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
47.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
47.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
46.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
46.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
46.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
46.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
46.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
45.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
45.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
45.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
45.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
45.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
45.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
45.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
44.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
44.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
44.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
44.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
44.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
44.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
44.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
44.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
43.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
43.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
43.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
43.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
43.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
43.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
43.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
42.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
42.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
41.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
41.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
40.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
40.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
40.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
39.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
39.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
38.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
38.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
38.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
37.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
37.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
37.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
34.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
34.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
33.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
33.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
33.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
32.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
32.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
32.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
32.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
31.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
31.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
30.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
29.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
29.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
28.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
28.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
28.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
26.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
26.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
26.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
26.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
25.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
23.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
22.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
21.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
17.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
16.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
14.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
9.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
8.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
7.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
5.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
5.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
2.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0014450004
Tumor
0.6
CPT0069160003
Tumor
0.5
CPT0092290003
Tumor
0.5
CPT0012180003
Tumor
0.5
CPT0085670003
Tumor
0.5
CPT0078660003
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0000640003
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0014160003
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0001340003
Tumor
0.4
CPT0088690003
Tumor
0.4
CPT0011240003
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0078510003
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0025110003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0021240003
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0079480003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0084560003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0012640003
Normal
0.2
CPT0075130003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0078990003
Tumor
0.2
CPT0079180003
Tumor
0.2
CPT0088550004
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0009000003
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0079300001
Normal
0.1
CPT0002350011
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0020120003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0065690003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0077320001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0012280003
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0001190001
Normal
0.1
CPT0001260009
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0079380003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0092190003
Normal
0.0
CPT0086370003
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0023350003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0007870001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0078840001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0088630003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0001550001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0001510001
Normal
0.0
CPT0088640003
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0006900003
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0071150004
Tumor
-0.1
CPT0089460004
Tumor
-0.1
CPT0025060001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0092790003
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0086820003
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0088760003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0010160003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0088900003
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0020130001
Normal
-0.2
CPT0081880003
Tumor
-0.2
CPT0065430003
Tumor
-0.2
CPT0092310003
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0077310003
Tumor
-0.3
CPT0019130003
Tumor
-0.3
CPT0001500009
Tumor
-0.3
CPT0078530001
Normal
-0.5
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
