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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.
KDELR3 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
5.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
56.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
29.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
26.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
20.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
18.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
17.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
14.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
10.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
10.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
9.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
8.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
7.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
6.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
6.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
6.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
5.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
5.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
5.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
4.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
4.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
3.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
3.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
3.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
2.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
2.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
2.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
2.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
2.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
1.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
0.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 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.
KDELR3 is validated prognostic, high expression is unfavorable 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
16.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
189.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
165.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
161.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
130.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
128.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
113.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
95.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
84.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
77.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
62.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
59.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
56.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
56.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
55.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
55.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
52.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
50.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
49.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
46.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
45.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
45.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
45.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
45.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
44.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
44.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
44.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
44.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
42.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
41.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
41.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
41.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
40.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
40.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
39.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
38.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
37.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
36.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
36.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
36.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
35.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
35.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
34.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
34.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
34.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
34.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
34.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
33.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
33.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
32.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
32.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
32.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
32.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
32.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
32.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
32.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
31.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
31.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
31.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
30.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
30.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
30.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
30.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
29.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
29.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
28.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
28.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
28.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
28.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
28.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
28.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
28.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
27.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
27.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
27.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
27.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
27.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
27.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
27.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
27.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
27.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
26.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
26.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
26.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
26.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
26.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
26.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
26.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
26.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
26.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
25.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
25.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
25.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
25.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
25.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
25.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
25.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
24.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
24.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
24.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
24.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
24.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
24.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
24.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
24.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
23.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
23.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
23.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
23.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
23.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
23.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
23.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
22.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
22.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
22.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
22.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
22.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
22.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
22.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
21.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
21.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
21.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
21.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
21.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
20.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
20.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
20.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
20.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
20.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
20.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
20.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
20.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
20.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
19.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
19.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
19.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
19.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
19.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
18.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
18.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
18.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
18.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
18.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
18.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
18.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
18.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
18.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
18.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
18.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
17.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
17.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
17.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
17.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
17.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
17.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
17.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
17.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
17.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
17.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
17.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
17.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
17.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
17.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
17.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
17.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
17.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
17.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
17.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
16.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
16.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
16.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
16.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
16.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
16.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
16.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
16.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
16.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
16.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
16.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
16.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
16.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
16.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
15.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
15.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
15.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
15.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
15.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
15.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
15.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
15.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
15.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
15.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
15.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
15.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
15.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
15.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
15.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
15.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
15.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
15.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
15.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
15.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
15.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
14.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
14.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
14.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
14.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
14.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
14.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
14.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
14.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
14.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
14.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
14.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
13.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
13.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
13.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
13.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
13.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
13.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
13.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
13.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
13.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
13.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
13.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
13.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
13.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
13.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
12.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
12.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
12.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
12.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
12.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
12.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
12.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
12.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
12.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
12.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
12.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
12.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
12.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
12.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
12.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
12.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
12.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
12.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
12.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
11.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
11.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
11.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
11.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
11.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
11.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
11.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
11.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
11.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
11.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
11.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
11.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
11.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
11.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
11.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
11.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
11.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
11.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
10.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
10.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
10.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
10.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
10.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
10.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
10.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
10.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
10.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
10.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
10.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
10.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
10.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
10.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
10.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
10.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
9.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
9.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
9.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
9.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
9.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
9.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
9.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
9.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
9.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
9.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
9.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
9.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
9.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
9.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
9.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
9.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
9.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
9.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
9.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
9.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
9.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
9.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
9.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
9.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
9.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
8.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
8.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
8.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
8.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
8.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
8.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
8.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
8.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
8.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
8.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
8.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
8.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
8.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
8.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
8.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
8.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
8.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
8.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
8.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
8.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
8.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
8.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
8.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
8.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
8.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
7.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
7.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
7.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
7.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
7.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
7.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
7.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
7.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
7.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
7.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
7.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
7.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
7.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
7.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
7.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
7.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
7.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
7.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
7.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
7.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
7.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
7.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
7.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
7.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
7.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
7.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
7.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
7.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
7.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
7.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
6.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
6.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
6.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
6.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
6.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
6.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
6.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
6.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
6.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
6.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
6.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
6.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
6.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
6.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
6.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
6.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
6.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
6.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
6.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
6.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
6.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
6.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
6.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
6.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
6.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
6.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
6.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
6.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
6.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
6.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
5.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
5.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
5.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
5.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
5.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
5.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
5.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
5.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
5.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
5.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
5.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
5.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
5.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
5.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
5.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
5.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
5.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
5.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
5.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
5.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
5.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
5.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
5.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
5.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
5.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
5.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
5.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
5.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
5.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
5.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
5.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
4.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
4.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
4.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
4.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
4.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
4.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
4.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
4.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
4.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
4.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
4.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
4.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
4.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
4.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
4.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
4.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
4.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
4.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
4.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
4.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
4.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
4.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
4.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
4.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
4.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
4.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
4.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
3.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
3.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
3.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
3.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
3.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
3.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
3.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
3.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
3.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
3.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
3.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
3.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
3.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
3.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
3.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
3.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
3.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
3.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
3.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
3.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
3.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
3.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
3.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
3.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
3.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
3.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
3.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
2.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
2.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
2.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
2.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
2.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
2.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
2.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
2.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
2.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
2.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
2.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
2.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
2.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
2.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
2.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
2.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
2.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
2.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
2.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
2.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
1.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
1.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
1.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
1.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
0.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
KDELR3 is validated prognostic, high expression is unfavorable 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
17.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
94.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
83.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
68.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
66.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
64.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
64.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
43.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
38.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
37.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
36.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
35.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
33.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
32.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
31.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
30.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
29.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
28.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
28.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
27.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
25.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
25.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
25.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
25.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
24.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
24.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
24.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
22.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
22.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
21.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
19.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
19.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
17.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
17.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
16.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
16.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
16.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
16.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
15.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
15.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
15.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
15.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
14.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
14.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
14.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
14.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
14.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
13.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
13.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
12.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
12.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
11.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
10.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
9.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
9.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
9.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
9.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
8.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
8.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
8.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
8.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
7.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
7.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
7.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
7.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
7.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
7.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
6.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
6.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
6.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
6.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
6.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
6.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
5.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
5.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
5.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
5.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
5.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
5.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
4.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
4.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
4.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
4.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
4.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
4.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
4.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
4.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
4.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
3.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
3.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
3.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
3.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
3.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
3.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
3.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
3.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
2.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
2.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
2.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
2.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 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.
KDELR3 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
21.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
120.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
74.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
72.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
65.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
65.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
58.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
57.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
56.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
55.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
55.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
55.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
51.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
51.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
50.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
49.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
48.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
48.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
44.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
44.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
43.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
43.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
43.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
42.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
42.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
42.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
42.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
42.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
41.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
41.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
40.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
40.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
40.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
40.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
40.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
40.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
40.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
39.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
38.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
38.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
37.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
37.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
36.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
36.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
35.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
35.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
35.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
34.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
33.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
33.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
32.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
32.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
32.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
32.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
32.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
32.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
32.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
31.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
31.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
31.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
31.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
31.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
31.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
30.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
30.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
30.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
30.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
29.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
29.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
29.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
29.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
29.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
28.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
28.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
28.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
28.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
27.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
27.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
26.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
26.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
26.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
26.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
26.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
25.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
25.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
25.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
25.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
24.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
24.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
24.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
24.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
24.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
24.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
24.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
24.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
24.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
24.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
24.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
23.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
23.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
23.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
23.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
23.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
23.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
23.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
23.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
22.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
22.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
22.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
22.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
22.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
22.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
22.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
22.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
22.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
21.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
21.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
21.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
21.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
21.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
21.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
21.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
21.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
21.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
21.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
21.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
21.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
21.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
21.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
20.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
20.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
20.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
20.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
20.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
20.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
19.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
19.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
19.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
19.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
19.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
19.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
18.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
18.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
18.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
18.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
18.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
18.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
18.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
17.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
17.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
17.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
17.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
17.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
17.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
17.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
17.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
17.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
16.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
16.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
16.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
16.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
16.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
16.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
16.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
16.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
16.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
15.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
15.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
15.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
15.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
15.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
15.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
15.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
15.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
15.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
15.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
15.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
15.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
14.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
14.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
14.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
14.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
14.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
14.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
14.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
14.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
14.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
13.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
13.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
13.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
13.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
13.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
13.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
13.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
13.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
12.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
12.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
12.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
12.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
12.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
12.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
12.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
12.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
12.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
12.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
11.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
11.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
11.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
11.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
11.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
11.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
11.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
11.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
11.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
10.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
10.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
10.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
10.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
10.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
10.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
10.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
10.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
9.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
9.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
9.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
9.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
9.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
8.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
8.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
8.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
8.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
8.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
8.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
8.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
8.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
8.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
7.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
7.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
7.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
7.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
7.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
7.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
6.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
6.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
6.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
6.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
6.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
5.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
5.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
5.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
5.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
5.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
5.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
5.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
4.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
4.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
4.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
4.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
4.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
4.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
3.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
2.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
2.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
2.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
2.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
1.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
1.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
1.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
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
