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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.
TUFM 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
151.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
282.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
266.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
265.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
229.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
203.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
203.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
201.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
198.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
197.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
195.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
193.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
189.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
187.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
183.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
182.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
182.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
180.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
177.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
173.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
167.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
167.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
167.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
165.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
163.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
160.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
159.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
159.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
157.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
156.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
154.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
154.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
153.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
149.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
148.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
147.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
144.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
140.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
140.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
139.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
138.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
137.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
136.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
136.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
134.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
134.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
130.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
129.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
123.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
122.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
122.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
121.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
119.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
113.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
112.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
111.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
107.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
92.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
90.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
87.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
79.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
75.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
60.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
47.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TUFM 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
88.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
216.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
214.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
196.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
196.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
190.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
183.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
181.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
180.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
172.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
169.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
167.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
167.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
166.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
164.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
163.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
159.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
158.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
154.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
152.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
152.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
151.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
151.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
149.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
147.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
145.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
139.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
138.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
137.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
136.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
134.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
133.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
133.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
131.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
129.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
129.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
129.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
129.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
128.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
127.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
127.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
126.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
126.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
125.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
125.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
125.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
125.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
124.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
124.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
124.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
124.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
124.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
124.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
123.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
121.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
121.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
121.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
121.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
120.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
120.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
119.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
119.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
118.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
117.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
117.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
116.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
116.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
116.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
116.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
116.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
116.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
115.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
115.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
115.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
115.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
115.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
114.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
114.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
114.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
114.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
114.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
114.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
113.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
113.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
113.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
112.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
112.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
112.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
112.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
111.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
111.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
111.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
111.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
110.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
110.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
110.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
110.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
110.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
110.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
109.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
109.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
109.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
109.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
109.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
109.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
109.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
109.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
108.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
108.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
108.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
107.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
107.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
107.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
107.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
107.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
107.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
107.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
107.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
107.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
106.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
106.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
106.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
106.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
105.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
105.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
104.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
104.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
104.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
104.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
104.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
104.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
104.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
103.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
103.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
102.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
102.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
102.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
102.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
102.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
102.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
102.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
102.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
101.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
101.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
101.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
101.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
101.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
101.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
101.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
100.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
100.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
100.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
100.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
100.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
100.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
100.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
100.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
100.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
100.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
100.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
100.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
99.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
99.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
99.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
99.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
98.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
98.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
98.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
98.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
98.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
98.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
98.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
98.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
98.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
98.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
98.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
98.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
98.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
97.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
97.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
97.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
97.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
97.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
97.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
97.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
96.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
96.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
96.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
96.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
96.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
96.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
96.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
96.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
95.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
95.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
95.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
95.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
95.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
95.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
94.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
94.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
94.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
94.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
93.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
93.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
93.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
93.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
93.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
93.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
93.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
93.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
93.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
93.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
92.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
92.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
92.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
92.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
92.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
92.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
92.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
92.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
91.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
91.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
91.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
91.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
91.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
91.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
91.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
91.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
90.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
90.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
90.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
90.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
90.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
90.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
90.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
90.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
90.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
90.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
90.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
89.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
89.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
89.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
89.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
89.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
89.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
89.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
89.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
89.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
89.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
89.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
89.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
88.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
88.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
88.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
88.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
88.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
88.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
88.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
88.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
88.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
87.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
87.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
87.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
87.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
87.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
86.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
86.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
86.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
86.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
86.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
86.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
86.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
86.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
86.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
86.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
86.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
85.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
85.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
85.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
85.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
85.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
85.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
85.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
85.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
85.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
84.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
84.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
84.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
84.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
84.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
84.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
84.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
84.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
84.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
83.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
83.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
83.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
83.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
83.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
83.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
83.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
83.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
83.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
82.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
82.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
82.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
82.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
82.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
82.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
82.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
82.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
82.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
81.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
81.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
81.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
81.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
80.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
80.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
80.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
80.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
80.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
80.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
80.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
80.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
80.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
80.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
79.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
79.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
79.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
79.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
79.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
79.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
79.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
79.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
79.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
79.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
78.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
78.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
78.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
78.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
78.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
78.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
78.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
78.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
77.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
77.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
77.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
77.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
77.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
77.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
76.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
76.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
76.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
76.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
76.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
76.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
76.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
75.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
75.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
75.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
75.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
75.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
75.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
75.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
74.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
74.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
74.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
74.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
74.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
74.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
73.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
73.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
73.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
73.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
73.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
73.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
73.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
73.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
73.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
73.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
73.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
73.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
73.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
72.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
72.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
71.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
71.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
71.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
71.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
71.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
71.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
70.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
70.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
70.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
70.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
70.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
70.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
69.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
69.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
69.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
69.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
69.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
69.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
69.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
68.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
68.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
68.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
68.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
67.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
67.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
67.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
67.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
67.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
66.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
66.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
66.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
66.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
65.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
65.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
65.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
65.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
65.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
64.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
63.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
63.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
63.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
63.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
62.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
62.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
62.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
62.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
62.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
62.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
60.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
60.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
60.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
60.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
59.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
59.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
59.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
59.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
59.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
58.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
58.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
58.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
58.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
57.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
57.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
56.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
56.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
56.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
55.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
55.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
55.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
54.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
53.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
53.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
53.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
53.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
53.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
53.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
52.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
52.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
52.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
52.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
51.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
51.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
51.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
50.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
50.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
50.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
50.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
49.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
49.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
48.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
48.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
48.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
48.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
48.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
48.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
47.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
46.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
46.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
46.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
46.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
45.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
45.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
45.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
45.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
44.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
44.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
43.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
42.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
42.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
42.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
42.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
41.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
40.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
40.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
39.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
39.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
39.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
39.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
38.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
38.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
37.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
36.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
35.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
34.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
33.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
32.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
30.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
28.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
24.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
24.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
22.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
22.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
21.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
18.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
12.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
TUFM 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
86.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
155.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
148.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
145.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
140.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
125.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
120.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
119.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
118.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
116.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
115.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
114.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
112.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
111.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
111.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
109.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
108.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
107.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
106.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
105.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
103.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
103.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
102.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
101.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
100.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
98.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
97.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
97.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
96.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
95.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
95.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
94.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
94.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
93.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
92.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
91.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
91.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
91.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
91.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
90.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
89.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
88.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
87.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
86.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
86.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
86.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
85.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
85.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
85.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
84.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
84.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
84.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
84.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
83.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
82.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
82.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
81.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
81.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
81.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
79.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
79.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
78.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
77.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
77.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
77.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
76.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
76.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
76.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
75.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
75.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
75.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
75.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
74.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
73.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
73.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
73.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
72.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
72.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
71.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
71.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
70.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
70.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
68.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
67.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
64.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
63.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
63.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
63.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
61.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
61.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
60.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
57.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
56.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
55.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
55.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
52.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
52.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
49.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
41.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
40.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 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.
TUFM 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
167.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
447.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
412.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
400.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
390.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
351.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
330.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
320.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
311.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
302.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
301.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
300.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
299.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
298.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
292.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
292.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
291.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
290.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
288.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
285.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
285.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
283.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
282.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
280.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
278.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
277.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
276.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
275.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
274.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
273.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
272.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
269.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
265.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
263.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
257.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
257.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
256.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
255.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
255.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
254.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
252.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
251.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
249.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
248.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
246.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
243.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
243.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
243.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
243.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
241.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
239.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
238.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
237.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
236.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
235.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
235.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
234.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
233.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
231.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
227.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
227.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
225.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
223.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
223.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
221.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
220.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
220.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
217.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
216.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
215.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
214.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
214.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
213.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
211.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
210.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
210.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
209.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
209.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
208.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
207.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
206.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
205.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
205.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
205.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
204.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
203.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
200.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
200.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
199.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
199.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
199.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
199.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
196.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
196.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
196.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
195.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
195.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
191.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
191.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
191.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
190.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
190.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
190.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
189.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
189.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
188.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
188.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
186.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
186.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
185.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
185.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
182.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
180.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
179.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
179.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
179.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
178.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
178.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
177.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
176.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
175.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
174.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
174.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
174.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
173.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
173.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
173.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
172.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
170.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
170.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
168.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
167.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
166.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
164.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
164.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
162.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
162.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
161.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
159.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
157.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
157.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
156.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
155.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
154.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
153.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
152.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
150.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
148.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
147.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
147.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
146.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
146.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
145.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
145.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
144.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
144.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
143.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
143.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
140.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
140.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
140.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
139.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
139.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
138.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
138.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
137.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
136.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
136.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
136.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
135.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
135.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
134.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
134.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
134.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
134.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
134.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
134.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
134.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
132.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
131.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
131.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
131.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
129.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
129.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
129.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
127.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
127.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
127.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
127.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
126.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
126.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
125.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
125.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
125.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
124.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
124.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
122.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
121.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
121.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
121.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
120.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
120.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
120.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
120.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
120.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
119.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
119.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
118.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
118.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
118.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
117.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
117.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
116.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
114.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
113.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
113.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
113.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
113.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
112.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
111.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
109.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
108.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
107.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
106.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
106.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
106.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
106.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
105.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
105.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
104.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
104.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
102.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
99.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
98.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
98.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
97.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
96.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
95.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
93.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
93.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
93.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
92.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
90.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
90.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
87.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
86.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
86.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
85.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
84.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
84.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
83.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
82.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
81.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
81.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
81.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
81.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
79.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
78.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
78.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
78.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
78.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
77.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
76.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
76.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
75.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
73.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
70.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
67.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
67.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
65.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
64.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
61.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
53.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
48.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
48.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
44.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
42.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
41.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
38.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
35.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
29.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
14.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
1.2
CPT0012770003
Normal
0.8
CPT0009080003
Normal
0.7
CPT0065450001
Normal
0.7
CPT0069010001
Normal
0.7
CPT0001500009
Tumor
0.6
CPT0006950001
Normal
0.6
CPT0025610001
Normal
0.6
CPT0077500001
Normal
0.6
CPT0088780001
Normal
0.6
CPT0077140001
Normal
0.6
CPT0079180003
Tumor
0.6
CPT0000790001
Normal
0.6
CPT0078670001
Normal
0.6
CPT0081620001
Normal
0.6
CPT0012090003
Normal
0.6
CPT0089480003
Normal
0.6
CPT0092310003
Normal
0.6
CPT0078530001
Normal
0.6
CPT0023710001
Normal
0.6
CPT0010170001
Normal
0.5
CPT0079000001
Normal
0.5
CPT0088920001
Normal
0.5
CPT0092800003
Normal
0.5
CPT0092740003
Normal
0.5
CPT0026420001
Normal
0.5
CPT0078840001
Normal
0.5
CPT0020130001
Normal
0.5
CPT0078660003
Tumor
0.5
CPT0025060001
Normal
0.5
CPT0066430001
Normal
0.5
CPT0014350001
Normal
0.5
CPT0007470001
Normal
0.5
CPT0023360001
Normal
0.5
CPT0087050003
Normal
0.5
CPT0088640003
Normal
0.5
CPT0012570003
Normal
0.4
CPT0079430001
Normal
0.4
CPT0076350001
Normal
0.4
CPT0064400001
Normal
0.4
CPT0082010001
Normal
0.4
CPT0013790003
Normal
0.4
CPT0001350001
Normal
0.4
CPT0088710001
Normal
0.4
CPT0086370003
Normal
0.4
CPT0078940001
Normal
0.4
CPT0088500001
Normal
0.4
CPT0009020003
Normal
0.4
CPT0007870001
Normal
0.4
CPT0020020001
Normal
0.4
CPT0006730001
Normal
0.3
CPT0018250001
Normal
0.3
CPT0086890003
Normal
0.3
CPT0012290003
Normal
0.3
CPT0075570001
Normal
0.3
CPT0089040001
Normal
0.3
CPT0000890001
Normal
0.3
CPT0063330001
Normal
0.3
CPT0086970003
Normal
0.3
CPT0063640001
Normal
0.3
CPT0025920001
Normal
0.3
CPT0001510001
Normal
0.3
CPT0014130001
Normal
0.2
CPT0019160001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0001230001
Normal
0.2
CPT0024680001
Normal
0.2
CPT0014470001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0012920003
Normal
0.2
CPT0088570001
Normal
0.2
CPT0002370001
Normal
0.2
CPT0078800003
Tumor
0.2
CPT0066520001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0000660001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0012900004
Tumor
0.0
CPT0078510003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0009060003
Tumor
-0.2
CPT0024670003
Tumor
-0.2
CPT0077310003
Tumor
-0.2
CPT0014450004
Tumor
-0.2
CPT0012180003
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0075170001
Normal
-0.2
CPT0020120003
Tumor
-0.2
CPT0015730003
Tumor
-0.3
CPT0007860003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0023350003
Tumor
-0.3
CPT0076330003
Tumor
-0.3
CPT0012280003
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0025050003
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0001270001
Normal
-0.3
CPT0025170003
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0066470004
Tumor
-0.3
CPT0012550003
Tumor
-0.4
CPT0069160003
Tumor
-0.4
CPT0088970003
Tumor
-0.4
CPT0069000003
Tumor
-0.4
CPT0025880003
Tumor
-0.4
CPT0088900003
Tumor
-0.4
CPT0077320001
Normal
-0.4
CPT0087040003
Tumor
-0.4
CPT0086950003
Tumor
-0.4
CPT0063630003
Tumor
-0.4
CPT0063320003
Tumor
-0.5
CPT0089020003
Tumor
-0.5
CPT0023690003
Tumor
-0.5
CPT0000780007
Tumor
-0.5
CPT0086870003
Tumor
-0.5
CPT0017850003
Tumor
-0.5
CPT0088550004
Tumor
-0.5
CPT0092790003
Tumor
-0.5
CPT0026410003
Tumor
-0.5
CPT0092190003
Normal
-0.5
CPT0084590001
Normal
-0.5
CPT0065810003
Tumor
-0.5
CPT0007320003
Tumor
-0.5
CPT0079480003
Tumor
-0.6
CPT0011410003
Tumor
-0.6
CPT0078930003
Tumor
-0.6
CPT0071150004
Tumor
-0.6
CPT0066480003
Tumor
-0.6
CPT0006440003
Tumor
-0.6
CPT0077490003
Tumor
-0.6
CPT0086820003
Tumor
-0.6
CPT0081600003
Tumor
-0.6
CPT0006630003
Tumor
-0.6
CPT0086360003
Tumor
-0.6
CPT0010160003
Tumor
-0.6
CPT0017410003
Tumor
-0.6
CPT0078830003
Tumor
-0.6
CPT0092160003
Tumor
-0.6
CPT0065750003
Tumor
-0.6
CPT0021240003
Tumor
-0.6
CPT0075720003
Tumor
-0.7
CPT0092730003
Tumor
-0.7
CPT0086030003
Tumor
-0.7
CPT0011240003
Tumor
-0.7
CPT0012080003
Tumor
-0.7
CPT0014370004
Tumor
-0.7
CPT0006900003
Tumor
-0.7
CPT0015910003
Tumor
-0.7
CPT0001220008
Tumor
-0.7
CPT0088760003
Tumor
-0.7
CPT0065430003
Tumor
-0.7
CPT0001540009
Tumor
-0.7
CPT0000870016
Tumor
-0.7
CPT0079270003
Tumor
-0.7
CPT0019130003
Tumor
-0.7
CPT0025580004
Tumor
-0.7
CPT0002350011
Tumor
-0.7
CPT0088630003
Tumor
-0.7
CPT0088480003
Tumor
-0.7
CPT0085670003
Tumor
-0.7
CPT0001340003
Tumor
-0.7
CPT0009000003
Tumor
-0.7
CPT0010110003
Tumor
-0.7
CPT0065690003
Tumor
-0.8
CPT0075130003
Tumor
-0.8
CPT0000640003
Tumor
-0.8
CPT0001260009
Tumor
-0.8
CPT0012370003
Tumor
-0.8
CPT0065930003
Tumor
-0.8
CPT0081880003
Tumor
-0.8
CPT0025110003
Tumor
-0.8
CPT0081990003
Tumor
-0.8
CPT0015810003
Tumor
-0.9
CPT0079230003
Tumor
-0.9
CPT0025230003
Tumor
-0.9
CPT0025290003
Tumor
-0.9
CPT0078990003
Tumor
-0.9
CPT0077110003
Tumor
-1.0
CPT0001180009
Tumor
-1.0
CPT0079380003
Tumor
-1.0
CPT0065870003
Tumor
-1.0
CPT0025350003
Tumor
-1.0
CPT0084560003
Tumor
-1.1
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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.