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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.
RAP1B 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
48.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
108.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
105.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
104.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
102.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
100.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
94.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
91.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
85.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
81.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
80.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
80.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
77.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
73.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
70.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
70.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
69.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
68.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
65.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
63.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
62.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
61.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
57.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
55.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
54.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
52.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
51.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
50.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
50.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
49.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
48.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
48.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
48.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
46.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
45.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
44.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
43.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
40.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
38.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
36.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
35.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
34.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
33.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
33.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
32.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
29.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
28.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
27.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
27.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
24.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
24.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
24.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
23.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
21.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
19.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
18.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
16.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
14.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
13.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
13.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
12.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
12.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
9.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 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.
RAP1B 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
122.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
579.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
399.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
287.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
283.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
271.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
254.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
251.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
246.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
234.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
222.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
208.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
208.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
207.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
204.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
201.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
199.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
199.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
198.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
192.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
192.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
192.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
192.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
191.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
191.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
190.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
190.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
189.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
189.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
188.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
188.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
188.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
187.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
185.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
184.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
184.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
183.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
182.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
181.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
181.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
181.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
181.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
180.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
180.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
180.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
180.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
179.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
179.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
179.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
178.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
176.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
176.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
176.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
176.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
176.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
176.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
175.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
174.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
173.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
173.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
172.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
171.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
171.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
170.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
169.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
169.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
168.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
168.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
168.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
168.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
167.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
167.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
166.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
165.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
165.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
164.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
164.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
164.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
163.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
162.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
162.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
162.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
161.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
160.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
160.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
159.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
159.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
159.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
158.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
157.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
157.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
157.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
157.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
157.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
157.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
156.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
156.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
156.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
156.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
155.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
155.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
155.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
154.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
154.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
154.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
154.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
154.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
153.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
153.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
153.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
152.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
152.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
152.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
152.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
152.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
152.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
151.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
151.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
151.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
151.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
151.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
150.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
150.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
150.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
150.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
149.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
149.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
149.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
148.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
148.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
148.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
148.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
148.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
147.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
147.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
146.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
146.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
146.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
145.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
145.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
144.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
144.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
144.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
144.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
144.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
144.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
143.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
142.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
142.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
142.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
141.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
141.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
141.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
141.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
141.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
141.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
141.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
140.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
140.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
140.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
139.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
139.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
138.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
138.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
138.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
138.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
138.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
137.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
137.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
137.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
137.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
137.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
137.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
137.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
137.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
136.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
136.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
136.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
136.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
135.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
135.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
135.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
135.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
135.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
135.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
135.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
134.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
134.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
134.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
133.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
133.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
133.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
133.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
133.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
133.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
133.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
132.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
132.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
132.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
132.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
132.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
132.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
132.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
132.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
132.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
132.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
131.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
131.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
131.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
131.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
131.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
130.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
129.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
129.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
129.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
129.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
128.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
128.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
128.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
128.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
128.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
128.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
128.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
127.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
127.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
127.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
127.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
127.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
126.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
126.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
126.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
126.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
125.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
125.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
125.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
125.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
125.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
125.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
125.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
125.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
124.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
124.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
124.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
124.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
124.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
124.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
124.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
123.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
123.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
123.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
123.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
123.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
123.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
123.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
122.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
121.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
121.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
121.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
121.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
121.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
120.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
120.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
119.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
119.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
119.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
118.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
118.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
118.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
118.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
118.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
117.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
117.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
117.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
117.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
117.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
117.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
116.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
116.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
116.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
116.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
116.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
116.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
116.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
115.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
115.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
115.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
115.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
115.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
114.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
114.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
114.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
114.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
114.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
114.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
113.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
113.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
113.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
113.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
113.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
112.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
112.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
112.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
112.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
111.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
111.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
111.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
111.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
110.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
110.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
109.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
109.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
109.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
108.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
108.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
108.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
108.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
108.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
108.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
108.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
108.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
107.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
107.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
107.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
107.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
107.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
107.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
107.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
106.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
106.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
106.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
106.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
106.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
106.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
105.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
105.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
105.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
105.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
105.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
104.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
104.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
104.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
104.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
103.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
103.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
103.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
102.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
102.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
102.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
102.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
102.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
102.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
101.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
100.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
100.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
100.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
100.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
99.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
99.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
98.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
98.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
98.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
98.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
98.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
98.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
97.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
97.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
97.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
97.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
96.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
96.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
96.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
96.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
96.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
95.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
94.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
94.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
94.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
93.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
93.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
93.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
92.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
92.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
92.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
92.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
91.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
90.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
90.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
90.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
90.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
90.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
90.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
90.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
89.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
89.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
89.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
89.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
89.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
89.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
89.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
88.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
88.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
88.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
88.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
88.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
87.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
87.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
87.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
86.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
86.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
86.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
86.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
86.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
86.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
86.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
86.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
85.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
85.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
85.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
85.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
84.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
84.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
83.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
83.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
83.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
82.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
82.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
82.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
82.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
82.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
82.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
82.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
81.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
81.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
81.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
81.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
80.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
80.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
80.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
80.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
80.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
80.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
79.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
79.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
79.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
79.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
78.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
77.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
77.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
77.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
75.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
75.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
75.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
74.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
74.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
74.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
74.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
73.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
73.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
72.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
71.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
71.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
71.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
71.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
70.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
69.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
69.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
69.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
68.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
68.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
67.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
67.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
66.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
66.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
65.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
65.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
63.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
63.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
63.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
63.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
63.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
63.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
62.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
61.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
61.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
61.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
61.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
61.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
60.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
60.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
59.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
59.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
59.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
58.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
58.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
58.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
56.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
56.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
56.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
56.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
55.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
55.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
55.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
55.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
54.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
54.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
54.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
53.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
52.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
51.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
50.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
46.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
45.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
45.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
41.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
41.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
34.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
34.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
34.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
32.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
28.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
25.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
RAP1B 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
158.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
319.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
276.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
271.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
243.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
242.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
229.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
228.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
227.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
223.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
215.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
214.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
211.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
210.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
209.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
207.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
207.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
206.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
205.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
198.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
197.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
196.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
196.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
194.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
192.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
189.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
187.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
185.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
184.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
184.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
179.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
179.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
178.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
177.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
174.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
174.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
174.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
173.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
172.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
171.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
170.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
169.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
167.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
165.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
164.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
164.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
161.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
160.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
159.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
156.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
156.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
155.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
154.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
153.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
152.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
151.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
150.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
149.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
148.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
147.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
145.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
144.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
142.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
142.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
141.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
140.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
138.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
137.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
136.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
136.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
134.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
133.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
132.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
132.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
132.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
131.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
131.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
130.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
129.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
125.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
125.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
124.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
123.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
123.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
119.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
108.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
107.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
105.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
94.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
94.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
91.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
90.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
88.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
85.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
84.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
76.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
74.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
71.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
66.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
66.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
RAP1B 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
67.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
196.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
186.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
176.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
160.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
154.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
151.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
151.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
147.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
146.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
143.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
139.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
138.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
137.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
137.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
136.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
136.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
134.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
133.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
131.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
129.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
128.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
125.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
121.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
121.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
120.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
119.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
119.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
117.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
116.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
116.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
116.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
115.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
114.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
112.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
112.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
111.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
110.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
110.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
109.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
108.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
107.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
106.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
106.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
106.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
105.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
105.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
105.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
104.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
104.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
103.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
102.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
101.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
100.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
100.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
100.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
100.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
99.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
99.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
99.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
99.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
99.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
99.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
98.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
98.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
98.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
98.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
97.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
95.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
94.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
94.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
93.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
93.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
92.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
91.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
91.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
90.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
90.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
90.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
90.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
89.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
89.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
89.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
89.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
89.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
88.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
88.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
88.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
88.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
87.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
87.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
86.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
86.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
86.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
85.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
85.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
85.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
85.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
85.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
84.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
84.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
84.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
84.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
83.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
83.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
83.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
82.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
82.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
82.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
81.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
80.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
80.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
80.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
80.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
79.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
79.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
78.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
78.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
78.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
76.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
76.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
76.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
75.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
75.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
74.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
73.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
73.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
72.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
72.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
71.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
71.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
70.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
70.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
70.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
70.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
69.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
68.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
68.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
68.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
68.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
67.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
67.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
67.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
66.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
66.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
66.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
62.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
62.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
62.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
62.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
62.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
61.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
61.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
60.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
60.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
59.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
59.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
59.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
58.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
57.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
56.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
55.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
55.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
54.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
54.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
54.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
53.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
53.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
53.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
52.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
52.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
52.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
51.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
51.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
51.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
50.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
50.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
50.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
50.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
50.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
49.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
46.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
46.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
46.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
44.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
44.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
44.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
44.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
44.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
43.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
43.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
43.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
43.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
43.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
42.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
42.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
42.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
42.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
41.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
41.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
41.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
41.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
40.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
39.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
39.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
39.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
38.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
38.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
37.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
36.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
35.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
35.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
35.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
34.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
34.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
33.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
32.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
32.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
32.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
32.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
32.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
31.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
31.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
31.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
30.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
30.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
29.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
29.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
28.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
28.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
28.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
27.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
27.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
27.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
26.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
25.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
25.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
25.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
24.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
24.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
24.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
24.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
23.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
23.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
22.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
22.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
22.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
19.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
19.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
19.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
19.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
19.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
18.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
18.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
16.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
16.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
15.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
15.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
14.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
12.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
12.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
11.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
11.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
10.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
9.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
9.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
9.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
8.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
8.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
8.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
7.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
6.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
4.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
3.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
3.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
3.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
2.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
1.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
1.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
1.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0069160003
Tumor
0.9
CPT0081880003
Tumor
0.7
CPT0079180003
Tumor
0.6
CPT0078510003
Tumor
0.5
CPT0006950001
Normal
0.5
CPT0089480003
Normal
0.4
CPT0023360001
Normal
0.4
CPT0092800003
Normal
0.4
CPT0076330003
Tumor
0.4
CPT0000790001
Normal
0.4
CPT0066430001
Normal
0.4
CPT0088920001
Normal
0.4
CPT0065450001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0013790003
Normal
0.4
CPT0076350001
Normal
0.4
CPT0025060001
Normal
0.4
CPT0092740003
Normal
0.4
CPT0086970003
Normal
0.4
CPT0092310003
Normal
0.3
CPT0077140001
Normal
0.3
CPT0092290003
Tumor
0.3
CPT0088710001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0010170001
Normal
0.3
CPT0001180009
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0014130001
Normal
0.3
CPT0088780001
Normal
0.3
CPT0007470001
Normal
0.3
CPT0023710001
Normal
0.3
CPT0081620001
Normal
0.3
CPT0065820001
Normal
0.2
CPT0014350001
Normal
0.2
CPT0069010001
Normal
0.2
CPT0001510001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0025290003
Tumor
0.2
CPT0000890001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0078840001
Normal
0.2
CPT0087050003
Normal
0.2
CPT0001190001
Normal
0.2
CPT0075560003
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0026420001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0001230001
Normal
0.2
CPT0086890003
Normal
0.2
CPT0075570001
Normal
0.2
CPT0012180003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0001350001
Normal
0.2
CPT0063630003
Tumor
0.2
CPT0015730003
Tumor
0.2
CPT0025920001
Normal
0.2
CPT0019160001
Normal
0.2
CPT0088570001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0088640003
Normal
0.1
CPT0020020001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0078670001
Normal
0.1
CPT0012550003
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0065690003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0024680001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0023350003
Tumor
0.0
CPT0092730003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0000640003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0088550004
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0084560003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0014470001
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0086370003
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0024670003
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0017850003
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0081990003
Tumor
-0.1
CPT0077490003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0075130003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0007870001
Normal
-0.2
CPT0021240003
Tumor
-0.2
CPT0012280003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0078830003
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0079270003
Tumor
-0.2
CPT0065810003
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0002350011
Tumor
-0.2
CPT0012370003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0014370004
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0078930003
Tumor
-0.2
CPT0092190003
Normal
-0.2
CPT0019130003
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0012640003
Normal
-0.2
CPT0086820003
Tumor
-0.3
CPT0001220008
Tumor
-0.3
CPT0010120001
Normal
-0.3
CPT0064370003
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0078990003
Tumor
-0.3
CPT0017410003
Tumor
-0.3
CPT0088690003
Tumor
-0.3
CPT0000870016
Tumor
-0.3
CPT0009020003
Normal
-0.3
CPT0085670003
Tumor
-0.3
CPT0001500009
Tumor
-0.3
CPT0025580004
Tumor
-0.3
CPT0012920003
Normal
-0.3
CPT0092160003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0065430003
Tumor
-0.3
CPT0081600003
Tumor
-0.3
CPT0071150004
Tumor
-0.4
CPT0000780007
Tumor
-0.4
CPT0014450004
Tumor
-0.4
CPT0077110003
Tumor
-0.4
CPT0088900003
Tumor
-0.4
CPT0012900004
Tumor
-0.4
CPT0009000003
Tumor
-0.4
CPT0011240003
Tumor
-0.4
CPT0001260009
Tumor
-0.4
CPT0009080003
Normal
-0.4
CPT0086870003
Tumor
-0.4
CPT0006440003
Tumor
-0.4
CPT0001340003
Tumor
-0.5
CPT0086950003
Tumor
-0.5
CPT0001540009
Tumor
-0.5
CPT0078800003
Tumor
-0.6
CPT0009060003
Tumor
-0.6
CPT0026410003
Tumor
-0.7
CPT0088970003
Tumor
-0.8
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
