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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.
TCEAL4 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
143.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
408.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
402.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
386.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
315.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
298.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
261.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
251.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
239.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
223.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
222.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
211.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
187.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
182.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
180.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
163.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
156.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
155.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
150.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
146.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
146.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
142.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
142.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
141.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
141.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
139.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
135.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
130.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
128.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
126.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
124.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
120.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
118.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
116.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
114.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
113.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
113.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
112.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
111.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
106.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
100.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
100.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
100.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
99.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
97.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
96.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
96.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
89.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
88.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
88.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
87.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
81.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
80.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
80.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
79.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
78.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
78.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
77.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
76.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
76.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
73.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
72.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
72.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
71.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 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.
TCEAL4 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
105.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
361.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
323.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
271.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
242.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
228.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
215.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
206.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
200.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
200.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
198.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
189.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
187.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
187.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
184.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
183.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
179.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
177.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
176.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
176.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
173.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
170.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
170.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
170.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
169.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
168.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
168.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
168.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
168.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
168.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
166.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
166.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
165.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
163.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
161.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
161.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
159.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
159.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
159.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
159.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
157.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
157.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
156.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
156.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
155.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
154.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
153.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
152.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
152.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
151.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
150.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
150.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
150.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
150.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
150.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
149.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
148.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
148.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
147.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
147.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
147.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
146.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
146.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
146.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
145.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
145.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
145.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
144.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
143.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
143.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
143.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
143.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
143.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
141.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
141.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
141.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
140.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
140.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
140.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
140.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
140.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
140.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
139.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
139.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
139.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
139.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
139.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
138.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
138.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
137.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
137.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
137.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
137.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
137.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
136.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
136.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
136.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
135.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
134.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
134.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
133.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
133.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
133.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
133.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
133.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
133.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
132.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
132.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
131.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
131.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
131.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
131.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
131.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
130.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
130.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
129.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
129.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
129.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
129.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
129.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
128.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
128.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
127.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
127.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
127.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
127.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
127.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
127.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
126.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
126.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
126.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
125.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
125.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
124.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
124.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
124.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
124.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
124.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
124.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
123.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
123.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
123.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
123.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
122.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
122.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
122.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
122.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
122.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
122.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
122.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
122.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
122.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
122.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
121.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
121.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
121.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
121.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
121.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
121.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
121.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
121.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
121.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
120.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
120.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
120.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
120.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
119.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
119.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
119.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
118.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
118.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
118.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
117.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
117.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
117.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
117.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
117.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
117.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
117.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
116.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
116.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
116.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
116.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
116.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
116.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
116.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
116.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
115.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
115.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
115.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
115.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
115.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
114.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
114.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
114.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
113.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
113.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
113.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
113.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
113.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
113.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
113.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
112.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
112.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
112.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
112.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
112.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
111.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
111.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
111.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
111.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
111.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
111.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
110.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
110.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
110.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
110.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
110.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
109.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
109.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
109.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
109.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
109.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
108.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
108.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
108.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
108.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
107.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
107.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
107.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
106.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
106.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
106.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
106.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
106.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
106.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
105.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
105.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
105.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
105.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
105.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
104.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
104.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
104.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
104.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
103.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
103.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
103.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
103.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
103.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
102.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
102.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
102.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
102.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
102.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
102.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
101.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
101.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
101.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
101.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
101.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
101.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
100.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
100.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
100.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
100.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
100.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
99.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
99.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
99.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
99.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
99.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
99.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
99.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
99.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
99.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
98.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
98.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
97.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
97.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
97.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
96.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
96.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
96.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
96.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
96.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
96.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
96.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
96.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
95.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
95.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
95.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
95.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
95.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
95.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
94.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
94.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
94.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
94.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
94.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
94.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
94.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
94.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
94.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
94.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
94.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
94.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
93.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
93.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
93.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
93.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
93.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
93.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
93.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
93.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
92.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
92.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
92.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
92.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
92.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
92.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
92.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
92.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
91.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
91.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
91.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
91.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
91.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
91.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
91.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
91.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
91.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
91.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
90.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
90.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
90.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
90.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
89.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
89.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
89.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
89.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
89.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
89.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
89.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
88.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
88.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
88.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
88.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
88.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
88.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
87.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
87.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
87.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
87.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
87.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
87.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
87.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
87.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
87.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
86.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
86.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
86.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
86.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
86.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
86.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
85.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
85.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
85.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
85.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
85.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
85.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
85.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
85.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
84.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
84.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
84.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
84.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
84.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
84.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
83.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
83.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
83.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
83.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
83.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
82.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
82.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
81.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
81.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
81.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
80.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
80.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
80.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
80.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
80.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
80.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
79.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
79.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
79.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
78.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
78.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
78.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
78.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
78.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
78.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
78.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
78.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
77.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
77.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
77.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
77.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
77.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
76.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
76.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
76.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
76.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
76.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
76.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
76.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
75.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
75.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
75.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
75.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
74.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
74.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
74.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
73.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
73.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
73.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
72.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
72.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
72.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
72.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
71.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
71.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
71.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
71.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
71.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
71.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
70.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
70.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
70.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
70.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
69.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
69.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
69.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
68.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
68.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
68.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
68.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
67.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
67.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
67.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
67.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
67.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
66.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
66.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
66.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
66.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
66.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
66.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
66.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
65.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
65.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
65.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
64.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
64.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
63.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
63.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
63.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
63.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
62.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
62.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
62.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
62.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
61.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
61.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
60.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
60.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
59.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
59.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
59.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
59.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
58.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
58.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
57.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
57.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
57.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
56.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
56.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
56.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
56.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
55.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
54.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
52.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
52.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
51.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
50.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
49.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
49.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
48.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
46.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
46.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
46.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
45.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
45.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
45.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
44.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
44.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
43.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
43.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
42.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
41.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
41.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
39.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
39.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
37.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
37.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
33.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
32.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
28.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
20.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 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.
TCEAL4 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
98.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
259.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
193.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
172.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
157.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
155.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
150.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
145.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
142.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
132.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
131.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
130.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
130.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
127.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
127.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
123.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
123.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
122.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
121.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
119.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
119.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
117.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
117.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
116.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
115.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
114.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
113.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
111.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
111.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
111.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
111.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
111.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
110.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
109.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
107.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
107.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
107.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
106.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
106.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
105.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
105.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
105.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
105.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
105.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
105.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
103.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
103.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
103.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
101.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
100.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
99.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
97.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
97.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
97.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
96.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
92.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
92.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
91.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
90.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
89.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
89.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
88.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
87.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
87.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
86.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
85.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
85.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
84.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
83.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
83.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
82.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
82.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
81.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
81.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
81.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
80.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
80.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
79.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
79.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
78.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
78.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
78.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
76.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
73.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
72.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
72.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
67.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
64.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
64.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
62.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
61.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
58.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
53.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
49.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
46.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
40.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
40.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
39.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
35.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
29.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
TCEAL4 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
126.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
497.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
435.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
425.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
359.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
352.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
323.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
311.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
306.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
298.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
293.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
289.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
280.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
274.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
267.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
265.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
263.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
261.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
258.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
256.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
254.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
252.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
228.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
223.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
223.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
222.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
220.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
219.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
219.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
215.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
213.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
209.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
208.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
205.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
203.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
202.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
196.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
195.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
195.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
193.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
193.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
192.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
189.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
188.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
186.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
186.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
184.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
181.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
181.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
177.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
174.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
172.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
169.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
165.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
163.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
162.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
162.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
161.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
160.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
159.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
158.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
151.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
149.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
149.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
148.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
146.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
146.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
144.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
144.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
144.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
143.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
142.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
142.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
141.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
140.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
140.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
140.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
138.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
136.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
136.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
135.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
135.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
134.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
134.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
134.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
133.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
132.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
132.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
131.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
131.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
130.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
129.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
129.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
127.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
127.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
126.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
126.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
124.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
124.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
124.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
124.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
123.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
123.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
122.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
122.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
122.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
122.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
121.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
120.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
120.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
119.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
118.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
117.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
117.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
117.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
117.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
117.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
117.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
117.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
116.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
115.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
115.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
114.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
114.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
114.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
114.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
113.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
113.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
113.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
113.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
112.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
112.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
112.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
111.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
111.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
111.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
110.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
110.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
110.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
110.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
110.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
108.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
108.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
108.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
107.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
107.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
106.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
106.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
104.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
103.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
103.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
102.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
102.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
102.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
101.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
101.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
100.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
100.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
100.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
100.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
100.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
100.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
100.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
99.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
99.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
99.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
99.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
98.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
97.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
97.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
97.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
96.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
96.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
96.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
95.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
95.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
95.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
94.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
93.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
93.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
92.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
92.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
91.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
91.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
91.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
91.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
91.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
90.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
90.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
90.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
90.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
90.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
89.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
88.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
88.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
88.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
88.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
87.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
86.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
86.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
86.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
86.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
85.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
85.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
85.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
85.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
84.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
84.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
84.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
84.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
84.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
83.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
83.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
82.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
82.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
82.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
81.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
81.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
81.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
81.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
80.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
80.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
80.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
79.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
79.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
78.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
78.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
78.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
78.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
77.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
77.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
77.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
77.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
76.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
76.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
75.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
75.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
74.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
73.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
73.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
72.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
72.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
71.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
71.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
71.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
71.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
70.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
69.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
69.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
68.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
68.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
68.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
68.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
67.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
66.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
66.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
66.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
66.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
65.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
65.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
65.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
64.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
62.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
61.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
61.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
60.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
60.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
59.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
59.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
59.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
58.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
54.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
51.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
50.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
48.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
48.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
47.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
47.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
45.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
44.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
42.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
40.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
39.4
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0006440003
Tumor
0.8
CPT0011240003
Tumor
0.7
CPT0014370004
Tumor
0.6
CPT0088970003
Tumor
0.6
CPT0001270001
Normal
0.5
CPT0024680001
Normal
0.5
CPT0025580004
Tumor
0.5
CPT0075130003
Tumor
0.5
CPT0077320001
Normal
0.5
CPT0079180003
Tumor
0.5
CPT0078660003
Tumor
0.5
CPT0009060003
Tumor
0.5
CPT0081990003
Tumor
0.5
CPT0001260009
Tumor
0.4
CPT0012640003
Normal
0.4
CPT0069160003
Tumor
0.4
CPT0084590001
Normal
0.4
CPT0071150004
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0079230003
Tumor
0.4
CPT0012900004
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0010120001
Normal
0.4
CPT0025350003
Tumor
0.4
CPT0075720003
Tumor
0.3
CPT0075170001
Normal
0.3
CPT0081600003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0018250001
Normal
0.3
CPT0026410003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0021240003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0069190001
Normal
0.3
CPT0079510001
Normal
0.3
CPT0079300001
Normal
0.3
CPT0088630003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0078530001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0079480003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0063640001
Normal
0.2
CPT0017850003
Tumor
0.2
CPT0079430001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0078990003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0002370001
Normal
0.2
CPT0069010001
Normal
0.2
CPT0088900003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0009000003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0006630003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0001230001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0077110003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0000640003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0079380003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0079000001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0012080003
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0001340003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0000780007
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0086890003
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0092790003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0081620001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0015910003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0014450004
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0089040001
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0000890001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0000790001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0088690003
Tumor
-0.1
CPT0078800003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0001540009
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0079410003
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0066470004
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0023690003
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0088920001
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0086360003
Tumor
-0.2
CPT0078840001
Normal
-0.2
CPT0088480003
Tumor
-0.2
CPT0025050003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0001180009
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0065450001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0088550004
Tumor
-0.2
CPT0077310003
Tumor
-0.2
CPT0092310003
Normal
-0.2
CPT0086030003
Tumor
-0.2
CPT0066430001
Normal
-0.2
CPT0001500009
Tumor
-0.2
CPT0023350003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0001220008
Tumor
-0.2
CPT0065750003
Tumor
-0.3
CPT0092160003
Tumor
-0.3
CPT0087050003
Normal
-0.3
CPT0012280003
Tumor
-0.3
CPT0065430003
Tumor
-0.3
CPT0063630003
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0078510003
Tumor
-0.4
CPT0012550003
Tumor
-0.4
CPT0076330003
Tumor
-0.5
CPT0064370003
Tumor
-0.5
CPT0092290003
Tumor
-0.5
CPT0012180003
Tumor
-0.6
CPT0081880003
Tumor
-0.8
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
