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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.
USF2 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
219.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
552.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
506.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
498.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
477.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
451.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
436.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
397.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
323.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
320.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
320.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
317.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
300.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
285.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
283.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
276.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
274.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
265.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
256.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
242.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
241.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
239.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
238.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
238.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
234.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
225.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
218.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
215.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
214.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
211.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
206.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
205.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
198.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
195.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
191.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
189.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
183.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
181.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
176.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
172.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
168.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
163.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
162.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
158.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
151.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
147.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
142.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
141.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
139.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
137.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
136.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
130.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
127.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
121.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
120.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
119.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
116.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
115.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
100.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
99.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
99.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
97.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
88.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
72.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
USF2 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
114.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
248.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
243.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
211.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
199.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
198.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
195.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
194.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
194.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
191.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
189.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
185.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
184.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
179.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
178.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
178.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
176.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
174.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
173.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
169.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
169.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
169.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
167.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
166.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
165.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
165.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
165.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
165.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
164.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
163.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
162.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
161.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
160.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
160.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
159.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
158.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
158.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
157.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
157.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
156.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
156.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
156.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
155.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
155.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
154.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
154.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
154.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
154.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
153.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
153.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
152.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
151.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
151.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
150.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
150.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
150.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
150.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
149.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
149.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
149.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
149.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
148.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
147.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
147.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
146.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
145.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
145.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
145.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
145.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
144.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
144.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
144.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
143.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
143.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
143.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
143.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
143.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
143.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
142.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
142.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
142.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
142.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
142.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
142.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
142.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
141.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
141.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
141.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
141.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
141.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
141.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
141.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
141.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
140.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
139.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
139.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
139.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
139.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
139.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
139.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
139.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
139.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
138.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
138.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
138.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
137.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
137.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
137.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
137.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
137.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
136.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
136.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
136.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
136.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
136.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
136.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
135.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
135.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
135.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
135.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
135.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
135.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
135.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
134.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
134.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
133.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
133.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
133.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
133.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
133.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
132.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
132.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
132.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
132.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
131.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
131.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
130.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
130.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
130.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
130.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
130.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
130.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
130.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
130.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
129.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
129.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
129.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
129.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
128.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
128.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
128.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
128.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
128.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
128.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
128.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
128.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
128.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
128.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
127.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
127.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
127.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
126.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
126.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
126.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
126.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
126.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
126.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
125.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
125.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
125.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
125.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
125.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
125.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
125.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
125.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
125.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
125.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
125.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
124.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
124.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
124.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
124.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
124.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
124.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
124.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
123.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
123.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
123.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
123.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
123.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
122.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
122.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
122.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
122.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
122.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
122.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
122.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
121.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
121.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
121.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
121.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
121.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
121.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
121.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
121.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
121.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
121.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
120.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
120.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
120.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
120.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
120.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
120.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
120.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
119.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
119.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
119.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
119.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
119.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
119.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
119.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
119.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
119.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
119.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
118.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
118.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
117.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
117.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
117.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
117.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
117.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
117.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
117.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
117.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
117.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
117.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
116.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
116.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
116.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
116.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
116.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
116.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
115.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
115.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
115.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
115.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
115.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
115.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
115.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
114.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
114.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
114.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
114.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
114.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
114.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
114.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
114.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
114.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
114.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
113.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
113.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
113.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
113.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
113.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
113.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
113.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
113.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
113.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
113.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
113.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
113.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
112.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
112.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
112.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
112.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
112.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
112.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
112.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
112.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
112.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
112.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
112.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
111.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
111.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
111.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
111.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
111.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
111.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
111.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
111.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
111.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
111.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
111.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
111.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
111.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
111.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
111.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
111.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
111.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
111.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
110.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
110.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
110.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
109.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
109.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
109.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
109.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
109.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
109.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
109.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
109.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
109.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
109.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
109.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
108.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
108.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
108.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
108.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
108.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
108.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
108.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
108.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
108.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
108.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
108.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
107.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
107.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
107.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
107.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
107.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
106.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
106.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
106.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
106.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
106.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
106.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
106.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
106.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
106.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
105.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
105.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
105.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
105.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
105.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
105.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
105.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
104.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
104.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
104.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
103.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
103.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
103.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
103.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
103.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
103.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
103.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
102.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
102.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
102.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
102.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
102.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
102.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
101.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
101.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
101.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
101.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
101.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
101.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
101.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
101.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
100.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
100.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
100.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
100.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
100.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
100.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
100.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
100.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
100.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
99.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
98.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
98.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
98.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
97.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
97.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
97.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
96.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
96.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
96.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
96.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
95.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
95.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
95.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
95.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
95.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
95.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
94.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
94.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
94.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
94.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
93.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
93.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
93.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
93.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
92.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
92.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
92.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
92.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
92.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
92.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
91.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
91.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
91.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
91.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
91.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
91.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
90.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
90.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
90.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
90.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
90.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
90.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
90.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
89.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
89.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
89.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
89.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
88.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
88.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
88.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
88.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
88.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
88.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
87.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
87.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
87.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
87.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
87.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
86.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
86.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
86.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
84.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
84.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
84.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
84.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
84.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
84.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
83.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
83.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
83.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
82.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
82.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
81.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
81.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
80.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
80.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
80.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
80.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
80.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
80.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
79.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
79.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
79.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
79.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
78.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
78.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
77.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
77.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
76.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
76.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
76.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
75.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
75.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
75.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
74.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
74.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
74.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
74.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
72.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
71.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
71.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
70.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
70.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
70.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
70.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
69.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
68.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
68.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
67.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
67.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
67.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
66.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
65.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
65.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
65.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
64.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
64.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
64.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
62.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
61.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
61.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
60.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
59.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
59.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
59.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
57.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
57.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
57.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
55.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
54.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
53.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
53.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
49.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
44.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
43.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
37.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
35.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
35.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
21.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
20.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
13.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
USF2 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
131.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
274.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
199.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
193.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
183.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
182.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
181.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
176.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
175.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
174.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
171.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
167.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
165.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
164.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
162.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
158.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
157.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
156.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
155.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
155.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
154.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
152.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
151.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
151.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
150.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
149.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
149.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
148.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
147.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
147.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
147.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
145.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
145.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
144.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
143.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
140.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
140.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
139.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
139.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
138.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
137.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
136.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
136.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
136.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
136.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
135.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
135.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
135.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
135.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
133.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
133.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
132.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
131.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
129.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
128.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
128.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
126.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
125.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
125.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
123.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
123.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
122.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
122.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
122.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
122.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
121.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
118.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
117.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
117.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
116.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
114.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
114.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
114.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
113.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
113.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
109.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
109.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
108.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
108.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
107.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
106.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
105.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
104.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
100.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
99.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
99.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
97.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
95.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
95.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
94.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
94.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
93.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
91.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
90.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
88.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
86.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
83.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
81.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
80.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
70.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
USF2 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
120.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
405.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
290.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
264.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
257.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
243.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
240.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
238.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
236.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
232.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
232.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
230.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
226.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
214.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
209.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
208.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
202.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
202.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
201.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
201.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
197.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
197.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
195.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
192.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
190.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
189.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
189.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
188.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
187.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
187.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
187.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
185.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
183.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
183.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
181.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
178.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
173.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
172.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
170.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
170.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
169.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
168.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
168.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
168.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
167.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
167.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
166.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
164.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
164.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
162.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
161.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
160.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
160.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
159.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
158.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
157.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
157.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
156.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
156.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
155.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
154.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
154.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
154.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
153.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
152.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
152.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
152.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
150.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
150.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
150.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
150.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
149.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
149.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
149.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
147.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
147.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
147.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
147.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
145.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
145.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
144.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
143.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
142.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
142.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
141.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
140.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
140.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
140.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
140.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
139.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
139.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
138.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
138.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
138.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
136.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
135.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
135.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
134.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
133.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
133.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
133.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
133.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
132.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
131.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
131.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
130.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
129.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
129.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
129.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
129.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
128.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
125.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
125.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
125.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
124.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
122.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
122.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
121.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
120.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
120.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
119.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
119.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
119.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
119.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
118.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
118.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
117.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
117.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
117.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
117.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
116.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
115.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
114.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
114.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
113.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
113.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
113.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
112.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
112.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
112.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
111.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
111.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
111.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
110.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
109.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
109.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
108.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
108.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
108.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
108.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
108.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
108.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
108.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
107.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
106.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
106.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
106.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
105.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
105.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
104.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
104.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
103.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
103.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
103.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
103.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
103.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
103.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
102.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
102.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
101.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
100.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
99.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
98.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
98.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
98.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
98.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
98.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
98.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
97.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
97.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
97.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
97.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
97.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
97.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
96.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
95.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
95.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
95.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
94.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
94.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
94.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
94.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
93.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
93.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
92.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
91.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
91.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
91.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
91.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
90.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
90.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
90.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
89.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
89.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
88.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
88.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
88.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
87.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
87.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
86.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
86.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
86.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
85.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
84.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
84.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
84.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
84.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
83.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
83.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
83.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
82.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
81.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
81.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
80.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
80.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
79.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
79.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
79.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
79.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
78.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
77.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
77.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
77.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
76.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
76.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
76.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
76.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
76.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
75.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
75.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
75.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
73.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
73.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
72.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
72.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
72.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
72.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
71.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
71.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
71.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
70.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
70.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
69.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
67.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
66.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
65.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
65.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
64.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
63.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
62.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
59.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
59.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
58.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
57.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
57.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
57.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
56.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
56.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
54.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
53.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
50.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
49.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
49.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
48.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
48.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
47.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
45.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
43.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
39.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
34.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
34.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
27.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
1.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.6
CPT0088970003
Tumor
0.6
CPT0012180003
Tumor
0.5
CPT0092730003
Tumor
0.5
CPT0078660003
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0012080003
Tumor
0.4
CPT0078990003
Tumor
0.4
CPT0000640003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0092190003
Normal
0.4
CPT0017850003
Tumor
0.4
CPT0075170001
Normal
0.4
CPT0012640003
Normal
0.4
CPT0086870003
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0001220008
Tumor
0.4
CPT0010110003
Tumor
0.4
CPT0086820003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0077490003
Tumor
0.3
CPT0025350003
Tumor
0.3
CPT0078530001
Normal
0.3
CPT0088550004
Tumor
0.3
CPT0088630003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0024680001
Normal
0.3
CPT0012280003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0075130003
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0088690003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0077320001
Normal
0.2
CPT0065870003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0079180003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0084560003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0012920003
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0086030003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0001350001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0015730003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0023350003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0065450001
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0076330003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0092310003
Normal
0.0
CPT0009020003
Normal
0.0
CPT0086830003
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0011410003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0066520001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0075570001
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0017450001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0007470001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0019130003
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0092790003
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0014160003
Tumor
-0.1
CPT0012900004
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0006630003
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0025060001
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0009000003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0064400001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0078800003
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0065810003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0081880003
Tumor
-0.2
CPT0069010001
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0020120003
Tumor
-0.2
CPT0065750003
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0077140001
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0021240003
Tumor
-0.2
CPT0086970003
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0002270011
Tumor
-0.4
CPT0069160003
Tumor
-0.4
CPT0006730001
Normal
-0.5
CPT0069190001
Normal
-0.8
CPT0078510003
Tumor
-1.1
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
