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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.
WDR1 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
234.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
607.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
422.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
410.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
406.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
398.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
387.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
366.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
360.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
353.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
344.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
318.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
318.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
317.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
312.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
306.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
302.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
292.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
274.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
274.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
273.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
270.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
266.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
262.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
253.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
243.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
236.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
234.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
233.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
231.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
230.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
226.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
224.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
224.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
220.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
212.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
212.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
212.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
211.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
209.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
208.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
196.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
194.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
179.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
177.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
176.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
170.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
164.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
163.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
163.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
160.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
159.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
157.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
152.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
144.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
143.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
128.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
109.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
102.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
99.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
98.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
97.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
78.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
70.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
WDR1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
119.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
297.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
295.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
291.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
276.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
260.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
259.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
237.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
220.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
215.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
215.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
213.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
211.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
208.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
208.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
206.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
205.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
204.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
203.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
200.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
197.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
196.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
196.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
196.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
195.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
195.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
194.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
193.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
193.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
192.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
191.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
190.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
188.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
187.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
187.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
186.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
186.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
185.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
185.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
183.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
183.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
183.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
182.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
181.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
180.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
180.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
180.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
179.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
179.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
178.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
177.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
176.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
176.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
176.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
175.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
174.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
174.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
173.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
173.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
173.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
173.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
172.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
172.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
171.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
171.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
170.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
169.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
169.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
166.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
165.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
165.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
164.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
163.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
163.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
162.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
162.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
162.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
161.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
161.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
161.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
161.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
160.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
159.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
158.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
157.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
157.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
157.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
156.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
156.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
155.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
155.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
155.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
154.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
154.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
154.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
153.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
153.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
153.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
153.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
153.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
153.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
152.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
152.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
152.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
152.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
152.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
152.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
151.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
151.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
151.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
151.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
150.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
150.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
150.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
150.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
150.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
150.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
150.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
149.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
149.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
149.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
148.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
148.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
147.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
147.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
147.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
146.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
146.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
146.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
145.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
145.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
145.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
144.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
144.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
144.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
144.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
144.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
143.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
143.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
143.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
143.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
142.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
142.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
142.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
142.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
142.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
142.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
141.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
141.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
141.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
141.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
141.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
140.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
140.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
140.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
140.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
139.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
139.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
139.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
139.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
139.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
138.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
137.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
137.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
136.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
136.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
136.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
136.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
136.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
136.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
136.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
135.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
135.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
135.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
134.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
134.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
134.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
134.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
133.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
133.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
133.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
133.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
133.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
133.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
133.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
133.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
132.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
132.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
132.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
132.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
132.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
132.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
131.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
131.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
131.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
131.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
130.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
130.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
130.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
130.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
130.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
129.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
129.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
128.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
128.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
128.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
128.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
128.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
127.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
127.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
127.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
127.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
127.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
127.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
127.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
126.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
126.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
126.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
126.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
125.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
124.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
124.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
124.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
124.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
124.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
124.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
124.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
123.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
123.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
123.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
123.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
123.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
123.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
123.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
122.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
122.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
122.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
122.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
122.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
122.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
121.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
121.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
121.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
120.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
120.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
120.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
120.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
120.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
119.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
119.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
119.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
119.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
118.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
118.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
118.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
118.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
118.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
118.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
118.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
117.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
117.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
116.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
116.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
116.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
115.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
115.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
115.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
115.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
115.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
114.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
114.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
114.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
114.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
114.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
114.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
113.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
113.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
113.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
113.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
113.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
112.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
112.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
112.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
112.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
112.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
111.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
111.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
111.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
111.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
111.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
110.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
109.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
109.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
109.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
109.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
108.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
108.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
108.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
108.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
108.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
108.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
108.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
107.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
107.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
107.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
107.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
107.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
107.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
107.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
107.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
106.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
106.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
106.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
106.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
106.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
106.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
105.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
105.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
105.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
105.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
104.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
104.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
104.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
103.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
102.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
102.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
102.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
102.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
102.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
102.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
102.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
101.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
101.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
101.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
101.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
100.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
100.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
100.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
100.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
99.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
99.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
99.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
99.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
99.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
99.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
98.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
98.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
98.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
98.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
97.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
97.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
97.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
97.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
96.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
96.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
96.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
96.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
96.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
96.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
95.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
95.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
95.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
95.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
95.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
94.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
94.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
94.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
93.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
93.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
93.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
93.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
92.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
92.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
92.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
92.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
92.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
91.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
91.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
91.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
91.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
91.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
91.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
90.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
90.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
90.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
89.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
89.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
89.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
89.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
89.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
88.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
88.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
88.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
87.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
87.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
87.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
86.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
86.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
86.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
86.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
86.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
86.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
85.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
85.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
85.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
84.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
84.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
84.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
84.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
83.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
83.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
82.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
82.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
82.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
82.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
82.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
82.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
81.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
81.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
81.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
81.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
80.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
80.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
80.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
80.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
80.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
80.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
79.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
79.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
79.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
79.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
78.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
78.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
77.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
77.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
77.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
76.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
76.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
76.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
76.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
75.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
75.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
75.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
75.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
75.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
74.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
73.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
73.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
73.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
73.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
73.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
72.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
72.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
72.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
71.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
71.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
71.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
70.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
70.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
70.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
70.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
69.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
68.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
68.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
67.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
67.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
67.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
67.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
66.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
66.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
66.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
66.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
66.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
66.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
65.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
64.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
63.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
62.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
62.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
62.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
60.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
60.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
60.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
59.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
58.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
58.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
58.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
57.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
57.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
56.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
56.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
56.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
56.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
56.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
56.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
56.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
54.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
54.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
53.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
52.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
52.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
51.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
50.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
49.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
47.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
46.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
45.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
45.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
44.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
44.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
44.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
41.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
41.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
40.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
40.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
39.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
37.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
33.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
32.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
30.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
26.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 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.
WDR1 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
117.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
226.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
198.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
196.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
176.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
175.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
168.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
161.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
161.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
158.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
157.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
155.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
153.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
152.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
151.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
151.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
150.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
149.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
148.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
146.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
146.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
145.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
141.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
138.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
135.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
135.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
135.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
134.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
134.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
133.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
132.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
132.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
131.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
131.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
130.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
129.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
128.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
127.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
126.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
125.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
124.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
124.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
124.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
123.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
123.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
121.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
121.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
120.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
119.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
118.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
117.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
116.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
114.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
114.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
112.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
111.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
111.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
111.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
107.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
107.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
106.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
105.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
105.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
105.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
104.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
104.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
104.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
103.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
101.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
99.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
99.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
98.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
97.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
96.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
96.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
94.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
94.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
93.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
93.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
93.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
90.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
89.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
88.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
87.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
85.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
85.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
85.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
84.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
84.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
83.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
82.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
82.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
78.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
78.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
68.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
62.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
61.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
59.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
50.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
48.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 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.
WDR1 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
143.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
340.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
322.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
321.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
296.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
289.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
272.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
271.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
270.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
261.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
259.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
256.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
252.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
251.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
250.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
240.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
238.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
235.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
235.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
233.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
227.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
226.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
225.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
223.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
218.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
218.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
218.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
218.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
217.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
214.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
213.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
213.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
210.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
210.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
209.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
208.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
208.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
207.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
206.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
204.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
203.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
202.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
199.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
199.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
197.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
196.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
195.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
194.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
193.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
189.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
189.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
189.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
189.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
187.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
186.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
185.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
185.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
184.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
183.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
183.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
183.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
182.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
180.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
180.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
180.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
179.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
176.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
175.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
175.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
174.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
174.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
174.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
173.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
173.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
172.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
171.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
170.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
170.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
169.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
168.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
168.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
167.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
167.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
167.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
166.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
166.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
165.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
165.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
165.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
164.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
163.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
163.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
163.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
162.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
161.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
161.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
161.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
160.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
159.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
159.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
159.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
159.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
158.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
156.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
156.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
156.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
156.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
155.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
154.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
154.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
154.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
153.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
153.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
153.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
152.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
152.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
152.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
152.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
151.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
150.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
149.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
149.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
148.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
148.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
147.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
145.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
145.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
145.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
144.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
144.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
143.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
143.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
142.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
141.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
141.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
141.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
141.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
141.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
141.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
140.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
140.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
139.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
139.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
138.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
138.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
137.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
136.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
136.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
136.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
135.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
135.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
135.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
135.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
133.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
133.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
132.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
132.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
132.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
131.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
130.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
130.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
129.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
129.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
129.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
129.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
127.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
126.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
126.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
126.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
126.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
125.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
124.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
124.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
123.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
123.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
123.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
123.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
122.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
122.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
121.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
120.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
120.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
120.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
119.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
119.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
117.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
117.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
117.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
116.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
116.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
115.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
115.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
114.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
114.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
114.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
114.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
113.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
113.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
111.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
111.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
111.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
111.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
110.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
110.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
110.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
108.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
106.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
106.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
105.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
103.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
103.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
102.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
102.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
102.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
101.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
101.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
101.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
101.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
101.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
100.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
100.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
100.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
99.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
99.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
98.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
98.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
98.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
98.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
97.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
95.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
95.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
94.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
94.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
94.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
93.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
93.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
93.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
92.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
91.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
91.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
89.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
88.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
87.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
86.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
86.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
85.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
84.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
80.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
80.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
79.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
78.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
78.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
78.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
76.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
75.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
74.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
74.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
73.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
72.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
70.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
69.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
68.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
65.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
64.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
63.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
62.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
62.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
61.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
61.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
60.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
60.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
60.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
58.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
57.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
57.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
51.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
50.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
47.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
46.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
44.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
42.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
42.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
35.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
1.1
CPT0021240003
Tumor
0.7
CPT0078660003
Tumor
0.7
CPT0084560003
Tumor
0.6
CPT0017850003
Tumor
0.6
CPT0066480003
Tumor
0.5
CPT0011240003
Tumor
0.4
CPT0076330003
Tumor
0.4
CPT0023350003
Tumor
0.4
CPT0088550004
Tumor
0.4
CPT0079510001
Normal
0.4
CPT0081880003
Tumor
0.4
CPT0069000003
Tumor
0.4
CPT0010120001
Normal
0.3
CPT0077320001
Normal
0.3
CPT0088760003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0012280003
Tumor
0.3
CPT0002370001
Normal
0.3
CPT0015910003
Tumor
0.3
CPT0075560003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0063630003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0012920003
Normal
0.2
CPT0086970003
Normal
0.2
CPT0076350001
Normal
0.2
CPT0088630003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0069190001
Normal
0.2
CPT0081990003
Tumor
0.2
CPT0086890003
Normal
0.2
CPT0012180003
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0000640003
Tumor
0.2
CPT0025290003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0077140001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0075570001
Normal
0.1
CPT0001500009
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0001540009
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0018250001
Normal
0.1
CPT0025110003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0065930003
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0065690003
Tumor
0.1
CPT0088710001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0002270011
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0007320003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0092310003
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0020120003
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0009000003
Tumor
0.0
CPT0088920001
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0089040001
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0009060003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0069160003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0025350003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0015730003
Tumor
-0.1
CPT0010160003
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0065870003
Tumor
-0.1
CPT0001260009
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0077110003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0088970003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0092740003
Normal
-0.1
CPT0000870016
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0088690003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0006630003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0086820003
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0065810003
Tumor
-0.2
CPT0086950003
Tumor
-0.2
CPT0001180009
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0078510003
Tumor
-0.2
CPT0024670003
Tumor
-0.2
CPT0011410003
Tumor
-0.3
CPT0001340003
Tumor
-0.5
CPT0014450004
Tumor
-0.5
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.