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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.
TAX1BP1 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
90.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
195.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
177.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
147.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
140.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
137.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
136.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
133.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
132.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
131.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
129.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
125.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
120.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
118.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
116.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
114.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
110.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
108.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
104.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
103.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
102.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
101.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
100.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
99.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
98.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
96.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
96.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
91.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
89.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
89.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
88.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
87.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
84.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
83.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
82.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
82.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
79.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
78.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
78.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
73.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
73.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
73.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
72.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
72.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
71.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
69.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
68.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
68.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
66.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
65.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
65.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
64.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
64.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
61.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
60.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
59.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
59.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
53.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
52.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
50.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
47.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
43.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
41.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
41.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 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.
TAX1BP1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
64.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
274.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
214.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
207.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
195.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
181.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
154.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
128.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
127.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
125.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
123.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
119.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
118.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
114.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
114.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
113.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
111.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
109.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
108.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
108.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
107.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
106.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
104.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
103.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
103.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
102.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
101.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
101.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
101.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
99.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
99.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
97.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
97.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
96.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
96.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
96.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
96.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
95.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
94.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
94.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
94.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
93.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
93.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
92.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
92.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
92.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
91.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
91.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
91.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
91.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
90.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
90.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
90.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
89.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
88.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
88.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
88.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
88.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
88.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
87.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
87.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
87.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
87.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
86.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
85.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
85.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
85.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
85.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
85.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
84.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
84.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
84.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
84.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
84.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
83.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
83.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
83.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
83.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
83.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
83.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
83.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
82.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
82.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
82.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
82.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
82.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
82.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
81.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
81.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
81.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
81.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
81.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
80.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
80.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
80.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
80.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
80.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
80.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
80.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
80.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
80.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
80.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
80.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
79.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
79.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
79.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
79.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
79.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
79.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
79.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
79.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
78.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
78.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
78.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
78.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
78.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
78.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
78.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
78.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
78.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
78.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
77.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
77.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
77.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
77.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
77.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
77.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
76.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
76.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
76.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
76.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
76.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
76.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
75.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
75.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
75.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
75.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
74.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
74.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
74.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
74.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
74.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
74.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
74.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
74.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
73.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
73.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
73.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
73.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
72.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
72.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
72.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
72.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
72.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
72.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
72.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
72.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
72.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
72.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
72.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
72.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
72.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
72.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
71.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
71.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
71.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
71.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
71.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
71.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
71.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
71.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
71.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
70.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
70.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
70.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
70.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
70.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
70.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
70.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
70.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
70.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
69.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
69.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
69.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
69.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
69.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
69.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
69.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
69.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
69.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
68.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
68.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
68.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
68.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
68.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
68.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
68.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
68.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
68.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
68.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
67.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
67.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
67.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
67.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
67.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
67.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
67.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
67.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
67.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
67.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
66.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
66.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
66.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
66.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
66.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
66.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
66.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
66.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
66.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
66.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
66.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
65.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
65.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
65.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
65.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
65.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
65.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
65.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
65.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
65.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
65.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
64.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
64.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
64.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
64.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
64.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
64.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
64.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
64.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
64.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
64.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
63.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
63.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
63.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
63.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
63.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
63.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
63.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
63.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
62.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
62.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
62.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
62.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
62.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
62.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
62.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
62.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
61.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
61.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
61.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
61.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
61.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
61.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
61.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
61.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
61.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
61.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
61.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
61.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
61.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
61.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
60.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
60.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
60.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
60.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
60.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
60.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
60.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
60.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
60.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
60.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
60.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
60.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
60.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
60.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
59.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
59.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
59.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
59.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
59.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
59.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
59.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
59.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
59.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
59.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
59.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
59.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
59.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
59.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
58.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
58.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
58.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
58.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
58.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
58.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
58.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
58.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
58.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
58.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
58.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
58.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
58.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
58.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
57.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
57.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
57.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
57.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
57.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
57.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
57.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
57.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
56.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
56.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
56.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
56.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
56.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
56.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
56.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
56.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
56.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
55.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
55.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
55.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
55.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
55.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
55.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
55.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
55.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
54.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
54.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
54.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
54.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
54.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
54.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
54.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
54.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
54.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
54.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
54.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
54.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
54.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
54.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
54.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
54.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
54.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
53.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
53.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
53.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
53.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
53.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
53.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
53.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
53.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
53.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
53.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
53.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
53.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
53.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
52.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
52.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
52.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
52.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
52.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
52.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
52.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
52.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
52.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
52.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
52.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
52.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
51.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
51.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
51.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
51.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
51.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
51.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
51.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
51.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
51.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
51.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
51.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
51.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
51.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
51.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
50.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
50.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
50.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
50.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
50.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
50.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
50.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
50.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
49.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
49.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
49.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
49.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
49.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
49.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
49.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
49.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
49.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
49.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
49.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
48.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
48.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
48.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
48.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
47.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
47.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
47.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
47.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
47.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
47.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
46.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
46.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
46.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
46.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
46.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
46.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
45.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
45.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
45.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
45.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
44.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
44.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
44.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
44.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
44.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
44.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
44.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
43.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
43.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
43.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
43.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
43.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
43.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
43.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
43.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
43.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
43.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
43.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
42.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
42.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
42.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
42.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
42.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
42.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
42.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
41.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
41.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
40.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
40.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
40.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
40.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
39.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
39.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
38.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
38.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
38.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
38.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
38.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
38.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
37.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
37.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
37.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
37.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
37.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
37.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
36.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
36.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
36.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
35.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
35.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
35.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
35.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
34.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
34.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
34.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
33.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
33.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
33.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
32.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
32.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
31.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
31.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
31.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
31.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
30.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
30.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
29.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
29.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
28.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
28.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
28.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
28.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
27.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
27.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
27.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
26.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
26.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
26.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
24.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
23.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
22.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
22.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
21.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
18.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
17.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
15.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
7.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TAX1BP1 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
87.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
201.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
156.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
148.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
144.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
142.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
131.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
130.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
129.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
128.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
126.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
123.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
120.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
119.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
115.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
115.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
113.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
109.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
106.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
105.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
104.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
104.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
104.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
104.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
101.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
101.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
100.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
99.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
98.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
98.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
97.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
97.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
96.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
95.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
93.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
93.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
93.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
93.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
92.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
91.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
91.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
90.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
90.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
90.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
89.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
88.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
88.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
86.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
86.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
86.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
86.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
85.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
85.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
85.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
85.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
85.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
84.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
84.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
83.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
81.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
80.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
79.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
79.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
78.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
76.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
76.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
74.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
74.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
72.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
72.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
72.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
72.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
72.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
71.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
71.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
70.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
69.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
69.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
68.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
68.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
67.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
65.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
65.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
63.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
62.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
61.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
61.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
61.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
60.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
58.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
58.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
57.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
56.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
55.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
50.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
48.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
47.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
44.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
40.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
37.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TAX1BP1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
88.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
263.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
233.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
206.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
205.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
193.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
181.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
180.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
178.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
173.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
168.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
166.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
160.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
160.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
158.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
156.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
155.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
152.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
151.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
150.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
149.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
148.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
147.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
145.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
144.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
142.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
141.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
140.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
140.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
139.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
139.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
138.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
138.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
137.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
137.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
134.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
134.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
133.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
133.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
133.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
133.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
132.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
130.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
130.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
129.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
129.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
125.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
125.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
123.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
123.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
122.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
122.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
122.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
121.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
120.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
120.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
120.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
119.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
118.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
118.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
118.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
117.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
116.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
116.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
114.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
114.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
114.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
113.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
111.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
109.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
109.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
109.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
106.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
106.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
105.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
105.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
103.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
103.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
102.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
102.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
102.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
102.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
102.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
102.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
101.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
100.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
100.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
99.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
99.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
98.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
98.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
97.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
97.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
97.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
96.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
96.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
96.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
96.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
95.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
95.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
95.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
95.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
95.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
94.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
94.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
94.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
94.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
94.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
94.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
93.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
93.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
93.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
92.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
92.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
92.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
92.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
92.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
91.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
91.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
91.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
91.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
89.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
89.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
89.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
89.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
88.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
88.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
88.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
88.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
88.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
87.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
87.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
86.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
86.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
86.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
86.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
86.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
86.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
85.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
85.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
85.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
85.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
84.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
83.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
83.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
83.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
83.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
82.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
82.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
82.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
81.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
81.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
81.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
81.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
81.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
80.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
80.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
80.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
80.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
79.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
79.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
78.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
78.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
77.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
77.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
76.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
76.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
76.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
75.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
75.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
75.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
74.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
74.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
74.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
74.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
73.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
73.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
73.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
72.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
72.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
72.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
71.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
70.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
70.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
70.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
69.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
68.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
67.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
67.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
67.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
67.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
66.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
66.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
66.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
66.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
66.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
65.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
65.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
65.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
65.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
65.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
63.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
63.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
63.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
63.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
63.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
63.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
63.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
62.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
62.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
61.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
61.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
61.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
61.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
60.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
60.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
59.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
59.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
59.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
59.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
58.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
58.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
58.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
57.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
57.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
57.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
56.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
56.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
55.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
54.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
54.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
53.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
53.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
53.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
52.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
51.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
51.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
51.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
51.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
50.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
50.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
49.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
48.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
48.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
47.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
47.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
46.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
46.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
46.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
43.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
42.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
41.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
40.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
40.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
39.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
39.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
38.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
37.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
37.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
37.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
36.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
35.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
33.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
33.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
33.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
32.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
31.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
31.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
30.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
29.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
26.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
26.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
26.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
25.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
25.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
24.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
23.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
23.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
21.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
21.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
20.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
18.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
10.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
2.3
CPT0079180003
Tumor
2.0
CPT0025110003
Tumor
1.8
CPT0079270003
Tumor
1.6
CPT0078660003
Tumor
1.6
CPT0002350011
Tumor
1.3
CPT0015730003
Tumor
1.1
CPT0002270011
Tumor
0.9
CPT0009020003
Normal
0.5
CPT0078530001
Normal
0.5
CPT0012640003
Normal
0.4
CPT0081880003
Tumor
0.4
CPT0079510001
Normal
0.4
CPT0079430001
Normal
0.3
CPT0026420001
Normal
0.3
CPT0078940001
Normal
0.3
CPT0077140001
Normal
0.3
CPT0012090003
Normal
0.3
CPT0012920003
Normal
0.3
CPT0007470001
Normal
0.3
CPT0009080003
Normal
0.2
CPT0012290003
Normal
0.2
CPT0065450001
Normal
0.2
CPT0092800003
Normal
0.2
CPT0089040001
Normal
0.2
CPT0076350001
Normal
0.2
CPT0088920001
Normal
0.2
CPT0019160001
Normal
0.2
CPT0018250001
Normal
0.2
CPT0025060001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0088500001
Normal
0.2
CPT0001350001
Normal
0.2
CPT0012570003
Normal
0.2
CPT0020130001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0069190001
Normal
0.2
CPT0069010001
Normal
0.2
CPT0000790001
Normal
0.2
CPT0011410003
Tumor
0.2
CPT0078670001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0006950001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0063330001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0025920001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0007870001
Normal
0.1
CPT0023360001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0088710001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0014470001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0078840001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0012550003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0012900004
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0066520001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0012180003
Tumor
0.0
CPT0086830003
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0077320001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0088970003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0086370003
Normal
-0.1
CPT0084590001
Normal
-0.1
CPT0017850003
Tumor
-0.1
CPT0088550004
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0076330003
Tumor
-0.1
CPT0075130003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0023710001
Normal
-0.2
CPT0092190003
Normal
-0.2
CPT0007320003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0025050003
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0023350003
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0024670003
Tumor
-0.2
CPT0078800003
Tumor
-0.2
CPT0075570001
Normal
-0.3
CPT0088630003
Tumor
-0.3
CPT0065430003
Tumor
-0.3
CPT0069160003
Tumor
-0.3
CPT0017410003
Tumor
-0.3
CPT0081600003
Tumor
-0.3
CPT0088690003
Tumor
-0.3
CPT0009060003
Tumor
-0.3
CPT0086950003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0001500009
Tumor
-0.3
CPT0092160003
Tumor
-0.3
CPT0092740003
Normal
-0.3
CPT0075560003
Tumor
-0.3
CPT0025580004
Tumor
-0.3
CPT0025290003
Tumor
-0.3
CPT0078930003
Tumor
-0.3
CPT0007860003
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0081990003
Tumor
-0.4
CPT0075170001
Normal
-0.4
CPT0066480003
Tumor
-0.4
CPT0014160003
Tumor
-0.4
CPT0086360003
Tumor
-0.4
CPT0063320003
Tumor
-0.4
CPT0015910003
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0063630003
Tumor
-0.4
CPT0065750003
Tumor
-0.4
CPT0065810003
Tumor
-0.4
CPT0009000003
Tumor
-0.4
CPT0079480003
Tumor
-0.5
CPT0011240003
Tumor
-0.5
CPT0014370004
Tumor
-0.5
CPT0078990003
Tumor
-0.5
CPT0012670003
Tumor
-0.5
CPT0001540009
Tumor
-0.5
CPT0087040003
Tumor
-0.5
CPT0001260009
Tumor
-0.5
CPT0006630003
Tumor
-0.5
CPT0089020003
Tumor
-0.5
CPT0088480003
Tumor
-0.5
CPT0086030003
Tumor
-0.5
CPT0075720003
Tumor
-0.5
CPT0065930003
Tumor
-0.5
CPT0092730003
Tumor
-0.5
CPT0077310003
Tumor
-0.5
CPT0010110003
Tumor
-0.6
CPT0006440003
Tumor
-0.6
CPT0025880003
Tumor
-0.6
CPT0084560003
Tumor
-0.6
CPT0069000003
Tumor
-0.6
CPT0078510003
Tumor
-0.6
CPT0092290003
Tumor
-0.6
CPT0071150004
Tumor
-0.6
CPT0012280003
Tumor
-0.6
CPT0021240003
Tumor
-0.6
CPT0010160003
Tumor
-0.7
CPT0077490003
Tumor
-0.7
CPT0065870003
Tumor
-0.7
CPT0088760003
Tumor
-0.7
CPT0023690003
Tumor
-0.7
CPT0001220008
Tumor
-0.7
CPT0000870016
Tumor
-0.7
CPT0025350003
Tumor
-0.7
CPT0077110003
Tumor
-0.7
CPT0025230003
Tumor
-0.7
CPT0012080003
Tumor
-0.7
CPT0001180009
Tumor
-0.8
CPT0006900003
Tumor
-0.8
CPT0019990003
Tumor
-0.8
CPT0079230003
Tumor
-0.8
CPT0085670003
Tumor
-0.8
CPT0026410003
Tumor
-0.9
CPT0086820003
Tumor
-0.9
CPT0086870003
Tumor
-1.0
CPT0066470004
Tumor
-1.0
CPT0000640003
Tumor
-1.5
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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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
