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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.
HPN 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
109.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
281.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
222.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
214.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
212.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
189.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
185.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
176.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
173.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
170.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
170.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
164.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
164.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
163.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
161.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
156.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
156.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
152.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
151.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
149.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
144.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
139.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
139.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
124.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
123.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
123.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
122.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
122.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
121.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
120.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
114.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
112.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
106.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
105.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
104.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
101.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
99.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
98.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
96.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
92.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
86.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
82.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
79.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
79.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
76.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
74.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
69.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
68.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
66.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
60.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
56.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
54.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
53.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
50.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
47.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
46.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
45.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
40.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
39.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
38.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
33.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
26.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
6.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
3.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 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.
HPN is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
114.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
328.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
294.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
291.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
286.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
257.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
255.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
251.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
250.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
246.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
244.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
242.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
242.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
241.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
235.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
231.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
226.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
222.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
221.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
218.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
218.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
218.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
217.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
215.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
214.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
213.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
212.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
209.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
206.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
205.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
204.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
204.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
204.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
203.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
203.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
201.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
201.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
200.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
200.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
199.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
199.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
199.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
198.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
198.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
197.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
197.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
196.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
196.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
195.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
194.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
194.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
194.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
193.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
192.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
191.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
190.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
189.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
187.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
187.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
187.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
187.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
186.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
186.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
185.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
185.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
185.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
185.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
184.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
181.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
181.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
180.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
180.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
180.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
179.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
178.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
178.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
177.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
176.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
175.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
175.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
175.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
175.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
174.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
174.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
173.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
173.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
172.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
172.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
170.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
169.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
169.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
166.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
166.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
164.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
164.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
164.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
163.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
163.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
162.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
162.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
161.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
160.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
160.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
160.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
160.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
160.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
159.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
159.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
159.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
159.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
158.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
158.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
158.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
158.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
158.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
157.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
157.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
156.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
156.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
156.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
156.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
155.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
155.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
154.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
154.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
154.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
153.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
153.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
153.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
152.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
152.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
152.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
152.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
152.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
150.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
149.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
149.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
148.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
148.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
148.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
148.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
148.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
147.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
147.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
147.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
146.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
146.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
146.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
146.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
146.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
145.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
145.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
145.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
144.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
144.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
144.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
144.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
143.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
143.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
143.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
143.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
142.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
141.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
141.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
141.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
140.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
140.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
140.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
139.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
138.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
138.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
137.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
137.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
137.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
137.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
136.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
136.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
135.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
135.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
134.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
134.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
134.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
134.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
134.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
133.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
133.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
133.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
133.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
132.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
132.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
132.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
132.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
131.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
131.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
131.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
131.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
131.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
130.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
130.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
129.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
129.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
129.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
128.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
128.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
128.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
128.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
127.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
126.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
126.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
126.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
126.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
126.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
126.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
126.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
125.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
125.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
124.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
122.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
122.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
122.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
121.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
120.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
120.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
120.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
119.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
119.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
119.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
119.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
119.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
119.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
118.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
118.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
118.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
118.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
118.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
117.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
117.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
116.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
115.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
115.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
115.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
114.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
114.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
114.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
113.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
113.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
112.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
112.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
112.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
112.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
112.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
112.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
112.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
111.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
111.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
111.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
111.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
111.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
109.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
109.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
109.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
109.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
109.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
109.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
109.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
109.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
109.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
109.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
109.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
108.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
107.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
107.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
107.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
106.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
106.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
106.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
106.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
105.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
105.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
105.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
105.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
105.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
105.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
105.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
104.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
104.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
104.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
104.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
103.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
103.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
103.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
102.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
102.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
102.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
102.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
102.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
102.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
102.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
102.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
102.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
101.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
101.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
101.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
101.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
101.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
100.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
100.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
100.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
100.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
100.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
98.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
98.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
98.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
98.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
97.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
97.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
97.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
97.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
97.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
97.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
97.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
97.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
97.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
96.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
96.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
96.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
95.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
95.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
95.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
95.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
94.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
94.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
93.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
93.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
93.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
93.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
92.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
92.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
92.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
92.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
92.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
92.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
91.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
91.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
91.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
91.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
91.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
91.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
91.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
91.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
90.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
90.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
90.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
90.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
90.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
89.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
89.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
89.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
88.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
88.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
87.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
87.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
85.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
85.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
84.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
84.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
84.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
83.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
82.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
82.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
81.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
81.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
81.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
80.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
80.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
80.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
79.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
79.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
79.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
76.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
76.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
76.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
75.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
73.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
73.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
73.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
72.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
72.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
72.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
71.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
71.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
70.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
70.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
70.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
70.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
70.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
69.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
69.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
68.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
68.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
68.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
68.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
67.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
66.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
66.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
66.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
66.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
66.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
65.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
64.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
64.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
64.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
64.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
64.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
64.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
63.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
63.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
63.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
63.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
63.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
63.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
62.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
62.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
61.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
60.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
60.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
60.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
60.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
60.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
59.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
59.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
59.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
59.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
58.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
58.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
57.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
56.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
56.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
56.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
55.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
55.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
54.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
54.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
53.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
53.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
52.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
52.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
52.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
52.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
51.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
51.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
51.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
50.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
50.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
49.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
49.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
49.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
48.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
48.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
48.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
47.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
46.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
45.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
45.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
44.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
43.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
43.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
41.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
40.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
40.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
39.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
39.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
39.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
39.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
38.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
38.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
38.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
38.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
38.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
38.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
36.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
36.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
36.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
35.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
34.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
33.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
33.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
32.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
30.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
29.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
28.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
28.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
26.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
24.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
24.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
22.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
22.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
22.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
18.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
18.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
17.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
14.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
13.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
13.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
12.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
12.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
11.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
10.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
9.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
5.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
5.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
3.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
0.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
0.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
0.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 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.
HPN 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
137.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
353.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
348.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
311.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
304.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
304.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
276.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
263.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
262.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
240.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
221.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
220.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
211.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
209.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
206.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
204.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
190.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
190.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
182.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
181.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
179.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
178.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
177.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
176.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
174.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
173.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
170.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
165.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
164.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
164.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
163.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
162.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
162.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
159.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
158.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
157.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
156.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
156.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
155.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
154.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
150.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
150.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
149.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
149.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
148.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
148.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
148.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
142.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
141.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
137.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
136.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
136.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
131.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
131.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
128.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
127.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
126.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
125.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
123.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
122.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
121.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
120.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
120.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
119.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
118.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
114.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
114.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
113.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
113.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
112.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
110.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
109.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
107.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
106.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
105.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
103.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
96.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
95.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
93.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
87.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
86.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
80.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
74.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
72.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
68.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
62.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
60.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
46.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
42.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
40.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
36.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
36.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
35.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
33.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
31.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
22.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
8.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
4.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 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.
HPN is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
143.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
1049.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
453.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
384.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
374.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
369.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
354.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
338.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
326.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
319.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
315.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
311.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
309.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
301.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
296.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
292.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
288.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
284.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
283.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
280.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
280.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
278.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
278.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
275.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
275.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
274.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
274.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
274.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
274.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
272.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
272.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
270.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
269.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
262.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
261.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
259.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
252.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
252.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
251.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
250.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
244.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
242.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
242.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
239.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
237.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
235.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
233.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
233.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
233.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
232.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
230.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
230.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
230.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
230.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
227.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
227.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
226.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
225.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
222.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
220.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
219.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
211.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
211.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
209.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
208.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
207.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
207.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
206.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
204.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
203.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
203.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
202.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
202.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
200.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
200.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
200.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
193.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
192.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
191.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
186.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
183.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
177.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
177.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
177.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
175.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
175.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
175.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
173.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
171.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
167.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
167.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
166.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
165.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
164.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
163.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
163.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
162.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
160.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
159.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
159.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
158.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
158.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
157.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
156.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
155.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
154.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
153.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
153.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
152.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
152.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
152.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
151.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
149.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
149.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
148.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
147.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
147.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
147.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
145.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
144.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
143.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
143.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
143.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
143.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
142.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
142.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
142.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
142.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
140.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
138.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
137.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
136.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
136.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
136.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
135.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
133.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
131.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
131.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
130.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
129.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
128.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
126.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
126.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
125.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
124.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
123.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
121.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
120.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
120.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
119.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
118.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
117.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
116.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
115.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
115.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
114.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
114.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
113.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
111.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
108.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
108.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
107.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
106.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
106.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
106.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
105.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
105.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
104.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
103.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
102.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
102.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
102.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
102.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
102.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
101.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
101.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
100.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
100.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
100.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
98.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
98.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
98.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
97.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
97.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
96.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
95.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
95.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
94.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
94.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
93.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
93.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
91.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
91.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
89.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
89.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
88.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
87.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
86.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
86.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
86.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
86.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
85.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
84.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
84.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
83.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
83.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
83.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
83.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
82.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
82.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
82.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
81.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
80.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
79.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
77.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
77.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
76.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
75.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
75.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
75.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
74.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
73.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
72.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
72.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
70.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
69.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
68.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
67.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
67.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
67.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
66.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
65.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
65.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
65.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
64.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
62.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
61.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
58.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
58.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
57.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
56.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
55.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
53.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
53.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
52.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
51.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
51.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
51.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
50.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
50.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
50.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
46.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
45.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
40.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
40.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
38.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
32.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
32.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
31.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
31.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
28.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
27.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
22.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
17.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
17.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
16.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
10.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
4.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
4.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
3.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
3.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
2.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
0.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
0.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
0.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
0.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088480003
Tumor
1.0
CPT0011410003
Tumor
1.0
CPT0026420001
Normal
0.9
CPT0088760003
Tumor
0.8
CPT0065690003
Tumor
0.8
CPT0086030003
Tumor
0.7
CPT0089020003
Tumor
0.7
CPT0065930003
Tumor
0.7
CPT0015810003
Tumor
0.6
CPT0025170003
Tumor
0.6
CPT0025290003
Tumor
0.6
CPT0063630003
Tumor
0.6
CPT0065430003
Tumor
0.5
CPT0007320003
Tumor
0.5
CPT0086820003
Tumor
0.5
CPT0081880003
Tumor
0.5
CPT0000640003
Tumor
0.5
CPT0077310003
Tumor
0.5
CPT0001220008
Tumor
0.5
CPT0079480003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0065750003
Tumor
0.4
CPT0023350003
Tumor
0.4
CPT0063320003
Tumor
0.4
CPT0088920001
Normal
0.4
CPT0076330003
Tumor
0.4
CPT0078510003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0078800003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0001350001
Normal
0.3
CPT0011240003
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0006900003
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0012550003
Tumor
0.2
CPT0014130001
Normal
0.2
CPT0078840001
Normal
0.2
CPT0075720003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0087050003
Normal
0.2
CPT0063330001
Normal
0.2
CPT0006630003
Tumor
0.2
CPT0092740003
Normal
0.2
CPT0066520001
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0023360001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0076350001
Normal
0.2
CPT0025350003
Tumor
0.2
CPT0089480003
Normal
0.2
CPT0092310003
Normal
0.2
CPT0015910003
Tumor
0.2
CPT0006730001
Normal
0.2
CPT0086360003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0086830003
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0066430001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0007470001
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0065450001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0077140001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0078670001
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0000870016
Tumor
-0.1
CPT0024670003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0012900004
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0081990003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0002370001
Normal
-0.2
CPT0001230001
Normal
-0.2
CPT0012640003
Normal
-0.2
CPT0001500009
Tumor
-0.2
CPT0006440003
Tumor
-0.2
CPT0088570001
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0009020003
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0089460004
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0019160001
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0064400001
Normal
-0.3
CPT0000660001
Normal
-0.3
CPT0012570003
Normal
-0.3
CPT0025880003
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0025110003
Tumor
-0.3
CPT0078990003
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0079380003
Tumor
-0.4
CPT0086950003
Tumor
-0.4
CPT0065870003
Tumor
-0.4
CPT0024680001
Normal
-0.4
CPT0025050003
Tumor
-0.4
CPT0010160003
Tumor
-0.4
CPT0012920003
Normal
-0.4
CPT0025580004
Tumor
-0.4
CPT0079180003
Tumor
-0.4
CPT0081620001
Normal
-0.4
CPT0078660003
Tumor
-0.4
CPT0075130003
Tumor
-0.4
CPT0009060003
Tumor
-0.4
CPT0001270001
Normal
-0.4
CPT0017410003
Tumor
-0.4
CPT0092160003
Tumor
-0.4
CPT0065810003
Tumor
-0.4
CPT0007870001
Normal
-0.4
CPT0026410003
Tumor
-0.5
CPT0001540009
Tumor
-0.5
CPT0092290003
Tumor
-0.5
CPT0014370004
Tumor
-0.5
CPT0084590001
Normal
-0.5
CPT0088630003
Tumor
-0.5
CPT0000890001
Normal
-0.5
CPT0085670003
Tumor
-0.5
CPT0012370003
Tumor
-0.5
CPT0069160003
Tumor
-0.5
CPT0075170001
Normal
-0.5
CPT0088780001
Normal
-0.5
CPT0066470004
Tumor
-0.5
CPT0017850003
Tumor
-0.5
CPT0088710001
Normal
-0.6
CPT0077110003
Tumor
-0.6
CPT0092190003
Normal
-0.6
CPT0009080003
Normal
-0.7
CPT0092790003
Tumor
-0.7
CPT0063640001
Normal
-0.7
CPT0001340003
Tumor
-0.8
CPT0006950001
Normal
-0.8
CPT0079300001
Normal
-0.9
CPT0017450001
Normal
-0.9
CPT0012180003
Tumor
-1.0
CPT0001260009
Tumor
-1.0
CPT0025610001
Normal
-1.0
CPT0084560003
Tumor
-1.0
CPT0088970003
Tumor
-1.5
CPT0088550004
Tumor
-2.2
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
