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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.
TLE5 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
272.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
472.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
468.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
457.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
426.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
421.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
419.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
397.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
379.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
376.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
362.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
353.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
352.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
349.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
342.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
337.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
334.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
328.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
324.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
306.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
303.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
300.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
299.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
296.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
293.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
283.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
281.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
276.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
269.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
267.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
267.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
263.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
263.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
262.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
262.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
261.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
261.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
258.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
258.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
257.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
249.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
246.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
241.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
241.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
240.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
234.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
227.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
218.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
213.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
209.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
209.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
202.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
187.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
185.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
180.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
174.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
171.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
165.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
162.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
161.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
139.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
136.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
131.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
116.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 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.
TLE5 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
142.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
457.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
413.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
349.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
346.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
310.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
291.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
264.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
257.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
256.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
252.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
250.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
245.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
236.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
234.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
234.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
228.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
226.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
221.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
218.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
216.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
216.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
215.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
212.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
212.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
212.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
211.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
208.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
207.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
206.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
205.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
203.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
202.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
200.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
199.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
198.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
198.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
198.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
198.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
197.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
197.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
196.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
196.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
195.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
194.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
193.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
190.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
190.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
188.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
188.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
188.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
188.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
187.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
187.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
187.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
187.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
187.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
186.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
185.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
185.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
184.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
184.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
184.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
183.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
183.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
183.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
181.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
181.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
180.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
180.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
180.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
180.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
180.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
180.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
179.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
178.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
177.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
177.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
177.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
176.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
176.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
175.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
175.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
174.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
174.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
174.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
174.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
173.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
173.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
173.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
173.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
173.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
172.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
172.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
172.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
172.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
172.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
172.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
172.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
171.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
170.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
170.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
170.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
169.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
168.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
168.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
167.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
167.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
167.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
167.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
167.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
166.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
166.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
166.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
166.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
165.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
165.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
165.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
165.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
165.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
164.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
164.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
164.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
164.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
163.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
163.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
163.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
163.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
162.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
162.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
162.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
162.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
162.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
161.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
161.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
161.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
161.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
161.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
161.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
161.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
160.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
160.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
160.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
160.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
160.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
160.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
160.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
159.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
159.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
158.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
158.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
158.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
158.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
157.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
157.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
157.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
157.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
157.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
157.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
156.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
156.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
156.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
156.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
156.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
156.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
156.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
156.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
155.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
155.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
154.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
154.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
154.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
154.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
154.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
154.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
153.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
153.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
153.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
153.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
153.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
152.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
152.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
152.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
152.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
152.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
152.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
152.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
151.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
151.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
151.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
151.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
151.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
151.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
151.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
151.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
151.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
151.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
150.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
150.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
150.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
150.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
150.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
149.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
149.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
149.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
149.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
149.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
149.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
148.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
148.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
148.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
147.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
147.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
147.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
147.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
147.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
146.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
146.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
146.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
146.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
146.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
146.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
146.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
145.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
145.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
145.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
144.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
144.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
144.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
144.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
144.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
143.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
143.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
143.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
143.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
143.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
143.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
142.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
142.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
142.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
142.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
142.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
142.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
142.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
142.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
141.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
141.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
141.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
141.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
141.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
141.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
141.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
140.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
140.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
140.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
139.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
139.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
139.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
139.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
138.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
138.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
138.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
137.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
137.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
137.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
137.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
137.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
137.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
136.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
136.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
136.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
136.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
136.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
136.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
136.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
136.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
136.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
136.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
135.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
135.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
135.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
135.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
135.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
135.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
135.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
134.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
134.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
134.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
134.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
133.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
133.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
133.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
133.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
133.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
133.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
133.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
133.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
133.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
132.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
132.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
132.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
132.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
132.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
132.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
132.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
132.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
132.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
132.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
131.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
131.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
130.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
130.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
130.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
130.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
130.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
130.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
130.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
130.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
130.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
130.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
130.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
130.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
129.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
129.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
129.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
129.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
129.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
129.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
129.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
129.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
129.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
129.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
128.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
128.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
128.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
128.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
128.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
128.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
127.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
127.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
127.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
127.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
127.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
126.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
126.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
126.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
126.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
126.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
125.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
125.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
125.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
125.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
124.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
124.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
124.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
124.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
124.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
123.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
123.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
123.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
123.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
123.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
122.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
122.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
122.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
122.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
122.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
122.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
121.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
121.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
121.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
121.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
121.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
120.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
120.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
120.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
120.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
120.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
120.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
120.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
120.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
120.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
120.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
119.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
119.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
119.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
118.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
118.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
118.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
118.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
117.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
117.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
117.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
117.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
116.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
116.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
116.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
116.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
115.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
115.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
114.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
114.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
114.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
113.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
113.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
113.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
113.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
113.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
113.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
112.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
112.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
112.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
112.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
112.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
111.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
111.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
111.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
110.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
110.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
110.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
110.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
110.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
110.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
109.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
109.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
109.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
108.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
108.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
108.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
108.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
107.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
107.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
107.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
107.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
107.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
105.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
105.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
105.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
105.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
104.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
104.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
103.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
103.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
103.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
102.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
102.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
102.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
102.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
102.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
101.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
101.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
101.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
101.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
100.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
100.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
99.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
99.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
98.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
98.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
98.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
98.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
96.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
95.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
95.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
95.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
95.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
95.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
94.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
94.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
94.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
93.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
92.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
92.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
92.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
91.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
91.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
91.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
91.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
90.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
89.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
89.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
88.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
85.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
85.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
84.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
84.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
84.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
83.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
82.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
82.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
81.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
80.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
80.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
80.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
79.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
79.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
79.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
79.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
77.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
77.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
76.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
75.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
71.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
70.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
70.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
70.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
69.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
67.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
66.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
65.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
64.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
62.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
60.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
58.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
55.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
51.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
50.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
44.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
40.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
38.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
36.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 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.
TLE5 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
139.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
228.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
211.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
203.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
198.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
197.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
194.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
194.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
194.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
188.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
179.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
176.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
175.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
173.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
171.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
171.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
169.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
168.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
167.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
166.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
164.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
163.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
163.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
161.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
159.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
157.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
153.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
152.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
152.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
152.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
152.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
149.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
149.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
148.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
148.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
148.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
147.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
147.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
147.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
146.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
146.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
145.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
144.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
144.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
142.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
142.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
142.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
140.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
140.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
138.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
137.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
137.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
137.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
137.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
136.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
135.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
134.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
133.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
131.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
131.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
131.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
130.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
129.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
128.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
126.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
125.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
125.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
124.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
124.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
122.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
122.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
121.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
121.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
120.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
119.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
118.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
118.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
118.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
118.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
118.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
118.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
116.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
112.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
112.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
112.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
110.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
110.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
109.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
109.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
108.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
108.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
108.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
107.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
104.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
95.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
94.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
89.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
82.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
69.4
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.
TLE5 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
161.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
370.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
354.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
346.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
334.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
326.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
319.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
318.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
303.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
293.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
291.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
290.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
282.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
279.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
276.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
273.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
271.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
269.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
266.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
265.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
264.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
260.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
259.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
256.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
256.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
244.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
243.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
243.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
243.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
241.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
240.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
239.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
239.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
237.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
237.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
234.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
233.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
230.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
229.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
228.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
227.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
225.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
225.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
224.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
224.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
224.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
222.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
221.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
219.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
218.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
218.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
217.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
217.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
216.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
213.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
212.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
211.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
210.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
210.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
210.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
209.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
206.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
205.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
204.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
203.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
202.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
199.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
199.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
197.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
197.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
197.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
196.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
196.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
195.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
195.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
194.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
193.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
192.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
191.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
190.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
190.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
189.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
189.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
189.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
188.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
185.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
185.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
185.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
185.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
185.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
184.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
184.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
182.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
182.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
182.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
181.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
181.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
179.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
179.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
179.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
179.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
179.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
178.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
178.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
177.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
177.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
177.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
177.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
176.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
174.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
174.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
173.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
173.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
173.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
173.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
170.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
170.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
169.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
169.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
169.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
169.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
168.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
166.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
166.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
165.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
165.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
164.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
163.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
162.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
162.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
162.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
161.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
161.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
160.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
160.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
159.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
159.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
159.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
159.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
159.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
158.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
157.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
155.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
154.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
152.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
152.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
152.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
151.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
151.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
150.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
150.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
150.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
148.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
148.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
147.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
147.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
147.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
147.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
145.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
145.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
145.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
145.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
143.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
143.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
141.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
141.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
141.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
141.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
140.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
140.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
139.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
139.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
138.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
137.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
136.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
135.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
134.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
134.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
133.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
133.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
133.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
132.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
132.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
132.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
131.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
131.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
129.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
129.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
129.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
129.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
129.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
127.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
127.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
126.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
125.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
124.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
124.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
123.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
123.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
123.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
123.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
122.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
122.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
122.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
120.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
120.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
119.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
119.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
119.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
118.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
116.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
115.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
115.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
113.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
112.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
112.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
112.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
111.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
109.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
109.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
109.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
109.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
108.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
108.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
107.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
106.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
106.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
106.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
104.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
103.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
101.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
101.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
100.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
99.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
99.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
99.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
99.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
99.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
96.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
96.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
96.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
95.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
95.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
94.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
93.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
93.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
92.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
90.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
90.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
89.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
89.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
88.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
88.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
87.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
87.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
86.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
84.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
84.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
83.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
83.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
83.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
78.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
77.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
77.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
76.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
75.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
74.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
73.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
73.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
70.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
64.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
63.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
62.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
59.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
59.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
58.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
57.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
52.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
51.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
46.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
45.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
42.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
41.9
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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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.