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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.
PLPP2 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
5.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
88.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
57.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
27.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
22.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
22.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
13.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
12.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
10.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
10.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
10.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
10.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
9.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
9.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
9.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
5.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
4.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
3.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
3.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
3.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
2.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
2.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
2.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
2.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
1.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
1.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
1.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
0.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 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-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
PLPP2 is not prognostic 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
8.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
99.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
57.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
53.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
49.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
49.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
47.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
46.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
41.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
41.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
41.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
40.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
40.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
40.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
39.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
38.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
38.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
36.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
34.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
34.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
33.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
33.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
31.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
30.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
30.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
30.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
29.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
29.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
29.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
28.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
27.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
27.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
27.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
26.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
26.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
25.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
25.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
24.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
24.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
24.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
24.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
24.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
23.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
23.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
22.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
22.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
22.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
22.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
21.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
21.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
20.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
20.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
20.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
20.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
20.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
20.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
19.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
19.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
19.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
19.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
19.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
19.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
19.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
18.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
18.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
18.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
18.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
18.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
17.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
17.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
17.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
17.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
17.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
17.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
17.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
17.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
17.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
17.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
17.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
16.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
16.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
16.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
16.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
16.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
16.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
16.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
16.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
16.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
15.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
15.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
15.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
15.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
15.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
15.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
15.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
15.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
15.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
15.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
15.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
15.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
15.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
14.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
14.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
14.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
14.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
14.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
14.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
14.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
14.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
14.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
14.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
14.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
13.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
13.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
13.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
13.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
13.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
13.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
13.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
13.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
13.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
13.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
13.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
13.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
12.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
12.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
12.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
12.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
12.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
12.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
12.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
12.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
12.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
12.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
12.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
12.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
12.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
12.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
11.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
11.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
11.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
11.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
11.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
11.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
11.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
11.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
11.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
11.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
10.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
10.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
10.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
10.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
10.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
10.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
10.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
10.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
10.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
10.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
10.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
9.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
9.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
9.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
9.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
9.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
9.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
9.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
9.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
9.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
9.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
9.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
9.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
9.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
9.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
8.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
8.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
8.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
8.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
8.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
8.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
8.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
8.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
8.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
8.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
8.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
8.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
8.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
8.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
8.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
8.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
8.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
8.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
7.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
7.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
7.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
7.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
7.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
7.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
7.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
7.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
7.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
7.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
7.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
7.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
7.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
7.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
7.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
7.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
6.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
6.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
6.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
6.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
6.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
6.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
6.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
6.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
6.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
6.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
6.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
6.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
6.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
6.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
6.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
5.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
5.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
5.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
5.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
5.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
5.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
5.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
5.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
5.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
5.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
5.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
5.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
5.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
5.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
5.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
5.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
5.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
5.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
5.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
5.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
5.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
5.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
5.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
5.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
5.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
5.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
5.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
5.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
5.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
5.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
5.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
5.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
5.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
5.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
5.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
5.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
4.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
4.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
4.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
4.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
4.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
4.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
4.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
4.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
4.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
4.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
4.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
4.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
4.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
4.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
4.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
4.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
4.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
4.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
4.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
4.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
4.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
4.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
4.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
4.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
4.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
4.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
4.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
4.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
4.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
4.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
4.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
3.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
3.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
3.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
3.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
3.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
3.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
3.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
3.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
3.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
3.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
3.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
3.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
3.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
3.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
3.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
3.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
3.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
3.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
3.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
3.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
3.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
3.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
3.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
3.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
3.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
3.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
3.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
3.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
3.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
3.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
2.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
2.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
2.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
2.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
2.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
2.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
2.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
2.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
2.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
2.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
2.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
2.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
2.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
2.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
2.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
2.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
2.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
2.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
2.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
2.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
2.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
2.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
2.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
2.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
2.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
2.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
2.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
2.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
2.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
2.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
2.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
2.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
2.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
2.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
2.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
2.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
2.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
2.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
2.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
2.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
2.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
2.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
2.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
2.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
2.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
2.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
2.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
2.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
2.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
2.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
2.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
2.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
2.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
2.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
1.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
1.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
1.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
1.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
1.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
1.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
1.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
1.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
1.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
1.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
1.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
1.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
1.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
1.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
1.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
1.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
1.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
1.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
1.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
1.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
1.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
1.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
1.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
1.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
1.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
1.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
1.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
1.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
1.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
1.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
1.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
1.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
1.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
1.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
1.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
1.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
1.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
1.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
1.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
1.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
1.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
1.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
1.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
1.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
1.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
1.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
1.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
1.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
1.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
1.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
1.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
1.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
1.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
1.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
1.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
1.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
1.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
1.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
1.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
1.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
1.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
1.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
1.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
0.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
0.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
0.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
0.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
0.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
0.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
0.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
0.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
0.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
0.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
0.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
0.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
0.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
0.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
0.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
0.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
0.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
0.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
0.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
0.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
0.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
0.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
0.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
0.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
0.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
0.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
0.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
0.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
0.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
0.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
0.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
0.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
0.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
0.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
0.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
0.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
0.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
0.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
0.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
0.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
0.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
0.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
0.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
0.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
0.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
0.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
0.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
0.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
0.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
0.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 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.
PLPP2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
50.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
48.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
46.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
41.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
40.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
40.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
39.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
37.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
36.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
36.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
34.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
26.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
26.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
24.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
24.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
24.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
23.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
23.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
20.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
18.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
16.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
14.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
14.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
14.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
13.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
13.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
13.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
13.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
12.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
12.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
10.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
9.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
9.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
9.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
8.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
8.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
8.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
7.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
6.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
6.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
6.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
6.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
5.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
5.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
5.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
4.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
4.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
4.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
4.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
4.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
3.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
3.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
3.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
3.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
3.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
3.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
3.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
3.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
2.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
2.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
2.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
2.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
2.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
2.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
2.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
2.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
2.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
2.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
2.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
1.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
1.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
1.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
1.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
1.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
1.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
1.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
0.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
0.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
0.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
0.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
0.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
0.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
0.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
0.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
0.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
0.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
0.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
0.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
0.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
0.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
0.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
0.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
0.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
0.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 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.
PLPP2 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
38.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
202.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
188.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
169.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
168.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
151.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
145.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
134.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
132.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
131.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
131.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
120.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
118.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
117.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
117.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
115.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
115.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
110.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
107.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
105.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
105.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
101.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
99.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
94.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
94.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
94.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
93.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
93.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
92.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
92.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
91.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
90.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
89.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
88.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
87.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
87.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
86.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
86.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
85.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
85.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
84.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
84.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
83.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
83.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
83.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
82.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
82.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
79.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
78.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
77.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
76.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
75.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
75.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
74.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
72.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
72.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
71.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
70.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
70.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
68.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
67.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
67.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
66.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
66.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
65.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
65.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
62.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
62.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
61.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
59.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
59.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
59.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
58.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
57.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
57.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
57.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
57.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
57.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
57.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
56.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
56.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
56.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
55.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
54.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
52.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
51.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
51.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
50.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
50.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
49.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
49.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
49.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
49.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
48.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
48.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
48.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
47.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
47.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
46.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
45.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
45.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
44.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
43.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
43.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
42.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
42.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
41.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
40.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
40.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
38.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
38.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
38.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
38.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
37.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
37.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
36.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
35.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
35.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
35.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
34.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
34.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
33.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
32.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
32.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
32.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
32.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
32.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
32.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
31.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
31.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
29.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
29.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
29.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
28.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
27.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
27.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
27.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
26.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
26.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
26.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
26.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
24.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
23.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
22.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
22.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
21.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
21.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
21.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
21.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
20.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
20.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
20.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
20.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
20.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
20.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
19.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
19.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
18.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
18.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
18.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
17.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
17.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
17.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
17.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
17.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
16.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
16.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
16.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
16.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
15.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
15.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
15.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
15.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
15.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
15.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
14.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
14.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
14.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
14.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
14.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
14.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
13.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
13.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
12.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
12.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
12.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
12.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
11.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
11.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
10.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
10.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
10.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
10.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
9.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
9.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
9.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
8.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
8.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
8.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
8.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
8.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
7.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
7.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
7.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
7.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
7.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
6.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
6.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
6.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
6.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
5.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
5.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
5.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
5.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
5.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
4.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
4.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
4.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
4.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
4.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
4.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
3.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
3.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
3.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
3.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
3.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
3.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
3.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
3.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
3.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
2.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
2.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
2.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
2.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
2.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
2.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
1.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
1.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
1.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
1.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
1.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
1.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
0.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
0.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
0.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
0.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
0.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
0.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
0.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
0.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
0.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
0.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
0.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
0.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
0.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
0.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
0.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
0.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
0.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
0.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
0.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
0.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0075570001
Normal
1.2
CPT0001180009
Tumor
0.9
CPT0063330001
Normal
0.7
CPT0010110003
Tumor
0.7
CPT0092790003
Tumor
0.7
CPT0001510001
Normal
0.6
CPT0086890003
Normal
0.5
CPT0078930003
Tumor
0.5
CPT0001190001
Normal
0.4
CPT0065820001
Normal
0.4
CPT0010120001
Normal
0.4
CPT0089460004
Tumor
0.3
CPT0082010001
Normal
0.3
CPT0075560003
Tumor
0.3
CPT0000660001
Normal
0.3
CPT0023710001
Normal
0.2
CPT0077500001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0088630003
Tumor
0.2
CPT0012920003
Normal
0.1
CPT0092800003
Normal
0.1
CPT0006950001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0009020003
Normal
0.1
CPT0078940001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0077490003
Tumor
-0.1
CPT0081620001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0086360003
Tumor
-0.2
CPT0025580004
Tumor
-0.2
CPT0078830003
Tumor
-0.2
CPT0012900004
Tumor
-0.3
CPT0001500009
Tumor
-0.4
CPT0081600003
Tumor
-0.5
CPT0009000003
Tumor
-0.5
CPT0063320003
Tumor
-0.6
CPT0015910003
Tumor
-0.7
CPT0000640003
Tumor
-0.9
CPT0081990003
Tumor
-1.0
CPT0086870003
Tumor
-1.2
CPT0017410003
Tumor
-1.2
CPT0009060003
Tumor
-2.2
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
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
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0001350001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
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
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
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
CPT0069160003
Tumor
N/A
CPT0007860003
Tumor
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
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
CPT0077310003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
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
CPT0023350003
Tumor
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0020130001
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
CPT0077320001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0078670001
Normal
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
CPT0079410003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0075170001
Normal
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
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
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
