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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.
KDELR2 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
70.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
142.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
137.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
130.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
129.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
128.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
120.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
115.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
110.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
98.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
98.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
97.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
90.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
90.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
89.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
89.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
88.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
84.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
84.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
83.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
82.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
82.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
80.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
80.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
78.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
76.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
75.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
74.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
74.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
73.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
72.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
71.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
71.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
70.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
65.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
64.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
63.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
62.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
61.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
61.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
60.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
56.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
55.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
55.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
55.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
53.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
53.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
48.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
48.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
47.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
45.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
45.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
44.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
42.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
41.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
39.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
37.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
35.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
34.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
31.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
31.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
28.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
25.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
22.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
KDELR2 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
105.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
513.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
389.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
386.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
386.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
289.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
278.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
258.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
252.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
223.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
223.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
220.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
213.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
203.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
199.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
198.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
194.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
190.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
189.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
181.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
179.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
178.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
177.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
177.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
176.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
174.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
173.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
171.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
169.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
169.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
168.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
168.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
166.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
166.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
164.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
164.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
163.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
159.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
156.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
155.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
155.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
154.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
152.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
148.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
148.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
147.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
146.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
145.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
144.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
144.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
144.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
142.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
142.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
141.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
140.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
140.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
139.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
139.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
138.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
138.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
138.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
138.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
138.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
137.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
137.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
136.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
136.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
136.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
136.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
136.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
136.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
135.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
135.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
134.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
134.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
134.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
134.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
134.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
132.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
131.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
131.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
130.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
130.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
130.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
130.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
129.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
129.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
128.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
128.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
127.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
127.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
127.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
127.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
127.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
126.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
126.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
126.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
126.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
126.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
126.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
126.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
126.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
125.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
125.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
125.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
125.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
125.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
125.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
124.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
124.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
123.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
123.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
123.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
123.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
123.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
123.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
122.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
122.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
122.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
122.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
122.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
122.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
121.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
121.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
121.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
120.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
120.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
120.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
120.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
120.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
120.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
119.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
119.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
119.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
118.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
118.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
118.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
118.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
117.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
117.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
117.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
117.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
116.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
116.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
116.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
116.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
116.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
116.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
116.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
115.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
115.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
115.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
115.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
114.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
114.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
114.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
114.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
114.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
114.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
114.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
114.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
113.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
113.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
113.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
112.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
112.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
112.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
112.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
112.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
110.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
110.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
110.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
110.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
110.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
110.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
110.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
109.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
109.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
109.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
109.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
109.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
108.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
108.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
108.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
108.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
108.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
108.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
108.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
108.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
108.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
108.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
108.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
108.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
108.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
107.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
107.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
107.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
107.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
107.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
107.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
107.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
107.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
107.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
107.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
107.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
107.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
107.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
107.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
106.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
106.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
106.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
105.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
105.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
105.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
105.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
105.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
104.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
104.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
104.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
104.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
104.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
104.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
104.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
103.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
103.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
103.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
103.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
103.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
103.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
103.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
103.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
103.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
103.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
103.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
102.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
102.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
102.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
102.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
102.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
102.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
102.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
102.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
102.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
102.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
102.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
102.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
102.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
101.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
101.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
101.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
101.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
101.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
101.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
101.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
101.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
101.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
100.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
100.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
100.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
100.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
100.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
100.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
100.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
100.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
99.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
99.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
99.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
99.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
99.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
99.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
99.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
99.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
99.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
99.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
98.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
98.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
98.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
98.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
98.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
98.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
98.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
98.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
97.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
97.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
97.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
97.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
97.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
97.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
97.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
97.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
97.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
97.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
96.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
96.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
96.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
96.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
96.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
96.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
96.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
95.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
95.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
95.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
95.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
95.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
95.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
94.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
94.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
94.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
94.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
94.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
94.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
94.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
94.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
94.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
94.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
93.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
93.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
93.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
93.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
93.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
93.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
92.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
92.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
92.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
92.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
92.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
92.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
92.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
92.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
92.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
91.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
91.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
91.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
91.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
91.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
91.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
91.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
91.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
90.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
90.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
90.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
90.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
90.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
89.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
89.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
89.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
89.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
89.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
89.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
88.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
88.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
88.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
88.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
88.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
88.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
88.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
88.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
88.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
88.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
87.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
87.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
87.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
87.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
87.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
87.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
87.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
87.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
86.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
86.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
86.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
86.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
86.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
86.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
86.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
86.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
85.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
85.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
85.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
85.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
85.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
85.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
85.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
85.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
84.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
84.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
84.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
84.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
84.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
83.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
83.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
83.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
83.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
83.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
82.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
82.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
81.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
81.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
81.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
81.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
81.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
81.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
81.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
80.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
80.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
80.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
80.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
80.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
79.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
79.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
79.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
79.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
79.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
78.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
78.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
78.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
78.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
78.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
78.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
77.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
77.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
77.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
77.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
77.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
76.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
76.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
76.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
76.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
75.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
75.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
74.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
74.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
74.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
74.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
74.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
74.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
74.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
73.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
73.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
72.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
72.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
72.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
70.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
70.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
70.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
70.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
69.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
69.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
69.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
68.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
68.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
68.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
67.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
67.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
66.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
66.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
66.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
66.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
66.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
65.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
65.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
64.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
64.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
64.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
64.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
63.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
62.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
62.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
62.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
61.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
61.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
61.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
61.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
61.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
61.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
60.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
60.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
60.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
59.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
59.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
59.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
59.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
58.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
58.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
57.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
56.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
56.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
55.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
55.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
55.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
54.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
54.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
54.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
54.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
53.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
50.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
49.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
49.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
49.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
48.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
48.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
47.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
46.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
46.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
46.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
46.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
46.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
43.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
43.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
41.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
39.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
38.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
36.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
36.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
34.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
34.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
33.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
32.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
32.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
31.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
29.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
26.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
KDELR2 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
120.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
235.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
206.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
206.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
186.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
182.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
179.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
175.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
173.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
171.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
169.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
164.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
163.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
160.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
156.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
155.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
152.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
150.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
150.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
147.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
145.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
143.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
142.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
140.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
140.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
139.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
137.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
135.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
135.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
134.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
133.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
132.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
130.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
130.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
129.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
127.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
127.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
126.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
124.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
123.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
121.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
121.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
120.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
118.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
118.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
117.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
117.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
117.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
116.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
116.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
116.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
115.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
115.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
114.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
114.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
113.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
112.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
111.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
110.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
109.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
109.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
107.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
107.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
106.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
106.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
101.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
101.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
100.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
99.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
99.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
97.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
96.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
96.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
95.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
95.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
95.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
95.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
94.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
94.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
94.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
94.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
93.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
91.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
90.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
89.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
89.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
88.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
88.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
88.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
85.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
84.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
84.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
84.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
82.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
79.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
78.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
78.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
78.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
74.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
72.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KDELR2 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
97.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
274.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
250.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
238.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
229.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
200.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
196.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
191.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
189.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
188.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
186.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
181.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
173.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
170.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
162.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
160.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
159.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
159.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
158.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
156.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
155.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
155.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
154.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
153.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
152.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
150.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
149.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
149.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
148.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
147.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
145.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
143.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
143.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
142.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
139.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
139.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
138.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
138.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
137.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
137.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
136.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
136.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
135.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
133.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
133.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
132.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
132.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
131.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
131.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
131.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
130.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
129.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
129.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
129.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
129.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
128.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
128.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
128.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
126.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
126.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
126.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
125.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
125.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
124.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
124.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
122.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
121.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
120.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
120.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
120.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
119.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
119.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
119.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
118.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
117.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
117.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
117.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
116.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
116.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
115.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
114.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
113.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
113.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
112.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
112.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
112.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
111.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
110.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
110.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
110.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
109.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
109.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
108.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
107.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
107.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
107.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
107.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
107.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
106.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
106.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
105.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
105.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
105.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
105.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
104.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
104.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
104.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
104.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
104.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
103.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
102.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
101.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
100.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
100.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
100.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
100.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
100.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
99.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
99.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
99.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
98.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
98.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
98.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
98.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
98.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
97.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
97.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
97.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
96.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
96.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
96.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
96.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
96.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
95.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
95.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
94.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
94.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
94.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
94.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
93.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
92.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
91.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
91.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
91.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
91.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
91.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
90.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
90.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
90.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
89.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
89.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
88.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
88.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
88.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
88.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
87.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
87.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
86.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
86.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
86.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
86.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
86.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
85.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
85.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
84.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
83.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
83.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
83.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
83.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
82.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
82.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
82.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
82.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
81.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
81.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
81.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
81.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
81.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
81.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
80.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
80.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
80.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
80.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
80.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
79.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
79.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
79.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
79.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
79.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
79.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
77.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
77.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
77.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
77.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
77.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
76.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
76.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
76.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
75.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
75.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
74.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
74.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
74.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
73.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
73.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
72.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
72.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
72.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
72.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
72.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
72.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
72.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
71.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
69.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
69.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
68.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
68.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
68.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
68.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
67.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
66.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
65.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
65.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
63.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
63.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
62.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
62.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
62.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
62.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
61.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
61.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
60.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
60.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
59.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
58.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
58.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
58.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
57.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
56.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
55.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
54.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
54.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
54.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
53.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
52.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
52.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
52.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
51.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
51.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
51.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
51.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
51.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
51.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
51.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
50.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
50.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
49.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
49.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
48.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
48.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
48.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
48.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
48.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
47.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
47.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
47.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
46.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
46.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
46.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
43.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
42.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
42.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
40.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
40.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
39.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
38.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
37.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
33.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
33.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
32.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
28.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
27.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
25.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
