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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.
PRCP 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
158.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
394.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
342.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
321.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
300.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
281.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
264.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
254.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
247.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
240.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
237.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
229.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
228.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
213.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
213.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
211.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
209.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
204.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
200.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
196.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
188.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
182.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
178.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
173.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
163.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
163.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
162.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
159.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
153.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
153.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
152.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
148.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
143.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
142.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
139.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
136.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
128.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
127.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
126.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
119.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
117.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
117.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
114.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
114.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
114.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
114.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
113.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
112.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
112.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
109.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
107.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
102.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
100.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
94.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
93.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
83.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
83.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
82.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
65.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
63.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
62.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
55.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
53.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
51.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 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.
PRCP 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
111.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
289.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
276.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
240.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
236.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
230.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
221.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
217.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
216.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
216.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
214.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
214.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
209.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
206.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
205.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
202.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
202.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
197.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
196.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
195.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
192.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
189.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
187.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
187.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
187.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
184.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
183.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
181.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
180.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
180.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
179.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
179.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
178.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
174.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
173.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
171.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
171.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
171.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
171.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
170.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
170.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
170.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
169.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
169.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
168.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
168.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
167.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
166.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
165.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
164.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
164.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
163.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
162.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
162.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
161.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
160.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
160.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
160.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
160.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
159.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
159.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
159.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
159.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
158.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
157.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
157.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
156.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
155.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
155.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
155.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
154.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
154.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
154.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
153.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
153.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
153.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
152.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
152.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
152.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
151.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
151.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
151.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
151.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
150.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
150.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
150.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
149.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
149.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
148.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
148.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
148.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
148.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
148.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
147.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
147.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
146.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
146.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
146.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
146.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
145.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
145.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
145.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
144.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
144.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
144.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
144.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
143.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
142.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
142.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
142.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
141.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
141.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
141.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
140.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
140.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
140.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
140.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
139.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
139.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
139.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
139.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
139.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
138.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
138.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
138.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
138.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
137.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
137.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
137.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
136.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
136.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
136.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
136.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
136.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
134.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
134.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
134.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
134.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
134.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
133.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
133.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
133.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
133.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
133.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
133.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
133.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
132.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
132.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
132.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
132.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
131.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
131.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
131.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
130.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
130.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
130.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
130.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
130.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
130.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
129.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
129.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
129.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
129.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
129.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
129.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
128.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
127.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
127.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
127.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
126.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
126.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
126.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
126.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
125.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
125.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
125.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
125.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
125.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
125.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
125.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
125.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
125.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
124.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
124.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
124.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
123.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
123.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
123.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
123.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
122.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
122.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
122.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
121.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
121.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
121.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
121.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
121.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
121.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
121.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
120.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
120.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
120.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
120.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
120.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
119.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
119.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
119.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
119.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
118.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
118.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
118.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
118.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
118.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
118.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
117.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
117.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
117.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
116.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
116.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
116.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
116.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
116.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
116.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
116.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
116.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
115.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
115.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
115.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
115.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
115.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
115.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
114.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
114.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
114.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
114.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
114.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
114.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
114.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
113.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
113.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
113.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
113.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
112.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
112.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
112.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
112.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
112.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
111.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
111.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
111.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
111.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
111.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
111.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
111.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
111.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
111.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
110.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
110.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
110.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
109.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
109.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
109.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
109.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
109.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
109.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
108.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
108.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
108.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
107.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
107.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
107.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
107.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
107.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
106.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
106.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
106.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
106.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
106.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
106.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
105.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
105.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
105.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
104.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
104.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
104.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
104.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
104.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
104.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
104.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
104.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
103.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
103.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
102.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
102.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
102.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
102.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
102.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
102.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
101.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
101.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
101.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
101.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
101.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
101.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
101.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
101.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
101.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
100.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
100.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
100.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
100.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
100.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
99.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
99.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
99.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
99.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
98.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
98.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
98.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
98.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
97.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
97.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
97.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
97.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
97.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
96.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
96.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
96.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
96.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
95.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
94.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
94.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
94.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
94.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
94.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
94.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
94.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
93.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
93.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
93.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
93.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
93.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
93.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
93.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
92.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
92.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
92.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
92.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
92.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
92.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
92.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
92.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
91.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
91.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
91.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
91.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
91.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
91.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
91.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
90.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
90.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
90.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
90.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
90.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
90.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
89.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
89.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
89.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
89.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
89.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
89.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
89.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
89.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
88.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
88.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
87.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
87.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
87.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
87.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
87.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
86.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
86.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
86.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
85.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
85.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
85.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
85.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
85.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
85.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
85.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
84.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
84.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
84.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
84.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
84.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
84.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
83.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
83.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
83.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
83.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
82.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
82.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
82.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
81.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
81.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
81.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
81.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
80.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
80.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
80.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
80.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
80.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
80.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
80.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
80.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
80.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
79.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
79.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
79.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
79.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
78.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
77.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
77.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
77.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
77.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
77.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
76.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
76.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
76.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
76.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
75.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
74.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
74.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
74.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
73.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
73.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
73.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
73.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
72.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
72.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
72.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
71.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
71.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
71.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
71.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
71.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
71.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
71.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
70.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
70.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
69.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
69.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
69.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
68.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
68.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
68.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
68.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
67.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
67.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
66.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
66.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
66.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
65.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
65.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
64.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
64.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
64.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
63.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
62.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
61.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
60.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
60.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
60.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
60.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
59.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
59.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
59.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
58.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
57.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
57.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
56.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
56.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
56.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
56.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
56.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
54.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
54.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
53.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
52.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
50.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
49.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
48.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
47.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
46.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
45.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
45.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
44.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
43.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
42.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
41.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
40.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
40.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
40.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
40.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
40.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
39.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
39.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
39.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
38.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
38.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
36.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
35.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
34.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
33.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
33.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
29.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
28.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
27.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
27.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
26.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
14.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 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.
PRCP 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
114.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
271.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
260.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
202.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
181.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
181.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
181.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
180.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
179.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
178.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
178.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
171.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
170.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
170.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
165.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
160.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
152.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
150.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
147.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
147.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
147.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
145.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
143.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
141.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
140.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
138.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
137.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
131.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
128.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
128.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
126.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
125.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
124.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
124.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
123.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
123.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
122.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
122.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
118.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
118.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
116.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
116.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
115.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
112.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
110.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
110.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
109.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
108.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
108.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
107.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
107.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
106.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
105.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
105.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
105.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
104.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
102.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
102.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
100.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
99.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
99.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
99.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
99.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
98.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
97.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
95.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
95.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
94.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
94.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
93.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
93.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
93.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
93.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
91.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
91.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
88.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
88.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
88.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
86.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
86.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
84.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
84.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
83.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
83.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
82.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
81.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
76.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
75.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
71.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
69.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
67.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
64.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
64.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
62.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
61.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
51.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
50.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
50.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 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.
PRCP 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
122.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
345.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
340.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
314.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
286.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
278.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
256.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
255.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
244.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
241.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
236.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
230.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
224.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
216.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
216.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
213.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
213.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
210.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
206.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
202.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
201.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
198.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
195.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
192.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
189.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
189.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
188.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
186.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
184.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
182.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
182.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
180.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
180.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
178.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
178.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
178.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
176.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
175.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
174.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
174.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
174.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
172.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
171.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
169.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
167.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
166.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
165.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
165.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
165.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
164.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
163.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
162.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
162.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
160.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
160.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
160.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
159.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
159.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
158.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
157.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
156.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
155.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
154.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
154.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
154.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
153.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
153.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
153.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
152.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
152.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
150.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
149.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
149.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
148.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
147.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
147.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
146.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
145.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
144.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
143.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
143.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
142.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
142.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
141.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
140.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
140.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
139.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
139.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
138.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
138.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
137.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
137.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
136.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
136.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
135.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
135.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
133.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
133.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
133.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
133.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
133.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
132.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
131.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
131.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
130.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
130.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
130.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
129.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
129.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
128.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
128.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
128.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
127.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
127.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
127.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
126.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
126.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
126.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
125.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
123.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
122.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
121.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
121.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
121.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
121.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
121.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
120.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
120.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
120.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
119.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
119.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
119.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
118.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
118.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
118.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
117.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
117.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
117.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
117.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
117.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
116.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
116.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
115.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
115.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
114.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
114.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
114.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
113.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
113.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
113.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
113.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
113.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
112.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
112.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
112.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
111.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
110.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
110.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
110.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
110.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
109.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
107.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
107.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
107.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
106.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
106.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
106.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
105.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
104.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
104.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
104.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
103.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
103.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
103.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
103.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
101.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
101.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
101.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
101.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
101.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
100.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
99.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
99.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
99.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
98.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
98.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
98.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
98.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
98.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
98.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
97.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
97.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
96.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
96.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
95.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
95.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
95.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
95.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
95.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
95.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
94.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
93.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
93.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
92.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
92.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
92.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
92.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
92.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
92.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
92.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
91.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
90.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
89.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
89.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
89.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
89.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
88.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
88.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
88.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
88.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
86.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
84.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
84.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
84.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
84.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
83.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
82.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
81.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
80.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
80.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
80.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
79.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
79.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
78.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
77.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
77.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
76.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
76.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
75.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
74.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
74.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
73.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
71.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
71.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
70.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
69.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
68.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
68.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
67.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
67.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
66.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
66.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
65.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
65.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
65.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
64.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
64.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
63.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
63.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
63.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
62.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
61.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
59.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
59.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
57.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
56.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
54.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
53.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
52.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
51.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
49.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
47.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
47.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
45.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
41.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
41.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
41.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
41.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
31.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
30.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
25.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
17.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
10.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
1.7
CPT0078800003
Tumor
1.6
CPT0078660003
Tumor
1.0
CPT0011410003
Tumor
1.0
CPT0026420001
Normal
0.9
CPT0086970003
Normal
0.9
CPT0024680001
Normal
0.8
CPT0010170001
Normal
0.7
CPT0063330001
Normal
0.7
CPT0006730001
Normal
0.7
CPT0012290003
Normal
0.7
CPT0088920001
Normal
0.6
CPT0069010001
Normal
0.6
CPT0010120001
Normal
0.6
CPT0025060001
Normal
0.5
CPT0088780001
Normal
0.5
CPT0075570001
Normal
0.5
CPT0087050003
Normal
0.5
CPT0020020001
Normal
0.5
CPT0088500001
Normal
0.5
CPT0066520001
Normal
0.5
CPT0014130001
Normal
0.5
CPT0007870001
Normal
0.5
CPT0012570003
Normal
0.5
CPT0078840001
Normal
0.5
CPT0092310003
Normal
0.4
CPT0012090003
Normal
0.4
CPT0082010001
Normal
0.4
CPT0077140001
Normal
0.4
CPT0089040001
Normal
0.4
CPT0007470001
Normal
0.4
CPT0081620001
Normal
0.4
CPT0018250001
Normal
0.4
CPT0092800003
Normal
0.4
CPT0078670001
Normal
0.4
CPT0012920003
Normal
0.3
CPT0077500001
Normal
0.3
CPT0092740003
Normal
0.3
CPT0013790003
Normal
0.3
CPT0065820001
Normal
0.3
CPT0014470001
Normal
0.3
CPT0000890001
Normal
0.3
CPT0088710001
Normal
0.3
CPT0076350001
Normal
0.3
CPT0002370001
Normal
0.3
CPT0020130001
Normal
0.3
CPT0075170001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0001350001
Normal
0.2
CPT0089480003
Normal
0.2
CPT0006950001
Normal
0.2
CPT0069190001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0017850003
Tumor
0.2
CPT0079430001
Normal
0.2
CPT0064400001
Normal
0.2
CPT0000790001
Normal
0.2
CPT0012640003
Normal
0.2
CPT0012770003
Normal
0.2
CPT0078940001
Normal
0.2
CPT0001550001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0086890003
Normal
0.1
CPT0066430001
Normal
0.1
CPT0014160003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0076330003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0006530001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0009080003
Normal
0.0
CPT0001510001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0086830003
Normal
0.0
CPT0001190001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0017450001
Normal
-0.1
CPT0009060003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0088550004
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0065930003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0024670003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0077310003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0092730003
Tumor
-0.2
CPT0086030003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0078930003
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0066480003
Tumor
-0.2
CPT0001230001
Normal
-0.2
CPT0063630003
Tumor
-0.2
CPT0092290003
Tumor
-0.3
CPT0092190003
Normal
-0.3
CPT0015810003
Tumor
-0.3
CPT0078830003
Tumor
-0.3
CPT0023690003
Tumor
-0.3
CPT0079510001
Normal
-0.3
CPT0014450004
Tumor
-0.3
CPT0079230003
Tumor
-0.3
CPT0001220008
Tumor
-0.3
CPT0011240003
Tumor
-0.3
CPT0019130003
Tumor
-0.4
CPT0089020003
Tumor
-0.4
CPT0021240003
Tumor
-0.4
CPT0088970003
Tumor
-0.4
CPT0079380003
Tumor
-0.4
CPT0009000003
Tumor
-0.4
CPT0007860003
Tumor
-0.4
CPT0001180009
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0071150004
Tumor
-0.4
CPT0089460004
Tumor
-0.4
CPT0012900004
Tumor
-0.4
CPT0015910003
Tumor
-0.4
CPT0065690003
Tumor
-0.4
CPT0025170003
Tumor
-0.4
CPT0012670003
Tumor
-0.5
CPT0012180003
Tumor
-0.5
CPT0006900003
Tumor
-0.5
CPT0088900003
Tumor
-0.5
CPT0012370003
Tumor
-0.5
CPT0025350003
Tumor
-0.5
CPT0012550003
Tumor
-0.5
CPT0081990003
Tumor
-0.5
CPT0088760003
Tumor
-0.5
CPT0088690003
Tumor
-0.5
CPT0025230003
Tumor
-0.5
CPT0010110003
Tumor
-0.5
CPT0075560003
Tumor
-0.5
CPT0025110003
Tumor
-0.5
CPT0065870003
Tumor
-0.5
CPT0081600003
Tumor
-0.5
CPT0088630003
Tumor
-0.5
CPT0002350011
Tumor
-0.5
CPT0087040003
Tumor
-0.6
CPT0017410003
Tumor
-0.6
CPT0079270003
Tumor
-0.6
CPT0001260009
Tumor
-0.6
CPT0077490003
Tumor
-0.6
CPT0001540009
Tumor
-0.6
CPT0025580004
Tumor
-0.6
CPT0075720003
Tumor
-0.6
CPT0000870016
Tumor
-0.6
CPT0075130003
Tumor
-0.6
CPT0077110003
Tumor
-0.6
CPT0010160003
Tumor
-0.6
CPT0079480003
Tumor
-0.6
CPT0079410003
Tumor
-0.6
CPT0020120003
Tumor
-0.6
CPT0026410003
Tumor
-0.6
CPT0006440003
Tumor
-0.7
CPT0006630003
Tumor
-0.7
CPT0025880003
Tumor
-0.7
CPT0000640003
Tumor
-0.7
CPT0086820003
Tumor
-0.7
CPT0023350003
Tumor
-0.7
CPT0012280003
Tumor
-0.7
CPT0025290003
Tumor
-0.7
CPT0085670003
Tumor
-0.8
CPT0069000003
Tumor
-0.8
CPT0001340003
Tumor
-0.8
CPT0069160003
Tumor
-0.8
CPT0007320003
Tumor
-0.8
CPT0000780007
Tumor
-0.9
CPT0086870003
Tumor
-0.9
CPT0014370004
Tumor
-0.9
CPT0002270011
Tumor
-0.9
CPT0084560003
Tumor
-1.0
CPT0078990003
Tumor
-1.1
CPT0065430003
Tumor
-1.2
CPT0081880003
Tumor
-1.2
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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.