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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.
SELPLG 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
6.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
29.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
29.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
27.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
23.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
23.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
21.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
17.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
17.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
14.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
14.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
14.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
13.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
13.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
12.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
12.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
9.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
9.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
8.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
8.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
7.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
7.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
6.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
5.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
5.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
4.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
4.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
4.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
4.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
4.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
4.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
3.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
3.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
3.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
3.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
2.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
2.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
2.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
2.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
2.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
2.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
2.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
2.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
2.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
1.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
1.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 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.
SELPLG 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
15.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
56.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
53.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
50.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
46.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
44.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
42.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
42.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
41.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
39.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
39.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
37.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
36.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
35.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
35.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
34.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
33.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
32.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
32.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
32.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
32.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
31.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
31.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
30.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
30.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
29.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
29.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
29.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
28.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
28.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
28.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
28.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
28.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
28.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
28.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
28.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
28.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
28.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
28.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
27.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
27.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
27.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
27.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
27.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
27.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
27.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
26.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
26.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
26.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
26.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
26.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
26.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
26.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
26.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
25.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
25.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
25.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
25.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
25.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
25.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
25.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
25.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
24.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
24.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
24.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
24.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
24.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
24.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
24.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
24.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
24.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
24.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
23.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
23.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
23.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
23.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
23.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
23.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
23.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
23.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
23.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
23.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
23.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
23.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
23.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
23.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
23.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
23.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
23.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
22.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
22.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
22.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
22.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
22.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
22.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
22.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
22.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
22.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
22.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
22.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
22.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
22.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
22.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
22.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
21.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
21.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
21.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
21.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
21.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
21.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
21.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
21.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
21.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
21.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
21.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
21.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
21.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
21.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
21.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
21.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
21.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
21.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
21.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
20.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
20.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
20.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
20.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
20.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
20.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
20.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
20.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
20.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
20.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
20.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
20.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
20.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
20.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
20.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
20.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
20.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
20.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
20.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
20.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
20.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
19.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
19.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
19.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
19.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
19.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
19.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
19.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
19.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
19.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
19.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
19.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
19.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
19.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
19.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
19.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
19.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
19.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
19.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
19.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
19.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
19.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
18.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
18.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
18.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
18.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
18.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
18.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
18.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
18.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
18.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
18.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
18.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
18.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
18.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
18.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
18.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
17.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
17.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
17.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
17.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
17.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
17.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
17.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
17.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
17.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
17.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
17.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
17.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
17.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
17.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
17.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
17.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
17.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
17.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
17.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
17.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
17.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
17.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
17.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
17.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
17.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
16.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
16.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
16.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
16.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
16.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
16.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
16.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
16.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
16.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
16.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
16.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
16.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
16.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
16.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
16.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
16.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
16.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
16.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
16.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
16.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
16.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
16.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
16.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
16.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
15.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
15.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
15.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
15.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
15.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
15.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
15.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
15.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
15.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
15.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
15.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
15.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
15.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
15.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
15.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
15.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
15.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
15.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
15.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
15.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
14.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
14.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
14.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
14.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
14.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
14.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
14.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
14.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
14.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
14.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
14.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
14.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
14.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
14.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
14.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
14.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
14.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
14.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
14.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
14.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
14.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
14.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
14.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
14.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
14.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
14.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
14.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
14.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
14.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
14.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
14.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
13.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
13.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
13.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
13.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
13.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
13.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
13.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
13.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
13.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
13.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
13.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
13.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
13.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
13.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
13.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
13.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
13.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
13.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
13.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
13.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
13.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
13.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
13.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
12.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
12.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
12.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
12.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
12.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
12.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
12.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
12.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
12.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
12.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
12.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
12.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
12.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
12.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
12.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
12.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
12.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
12.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
12.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
12.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
12.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
11.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
11.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
11.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
11.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
11.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
11.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
11.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
11.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
11.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
11.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
11.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
11.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
11.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
11.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
11.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
11.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
11.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
11.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
11.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
11.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
11.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
11.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
11.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
11.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
11.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
11.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
11.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
11.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
11.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
11.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
11.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
11.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
10.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
10.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
10.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
10.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
10.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
10.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
10.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
10.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
10.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
10.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
10.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
10.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
10.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
10.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
10.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
10.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
10.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
10.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
10.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
10.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
9.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
9.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
9.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
9.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
9.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
9.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
9.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
9.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
9.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
9.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
9.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
9.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
9.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
9.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
9.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
9.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
9.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
9.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
8.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
8.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
8.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
8.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
8.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
8.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
8.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
8.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
8.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
8.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
8.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
8.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
8.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
8.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
8.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
8.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
8.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
8.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
8.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
8.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
8.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
8.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
8.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
8.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
8.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
8.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
7.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
7.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
7.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
7.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
7.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
7.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
7.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
7.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
7.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
7.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
7.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
7.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
7.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
7.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
7.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
7.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
7.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
6.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
6.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
6.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
6.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
6.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
6.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
6.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
6.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
6.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
6.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
6.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
5.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
5.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
5.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
5.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
5.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
5.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
5.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
5.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
5.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
5.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
5.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
5.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
5.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
5.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
4.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
4.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
4.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
4.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
4.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
4.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
4.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
4.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
4.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
4.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
4.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
4.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
3.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
3.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
3.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
3.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
2.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
2.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
2.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
2.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
2.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
2.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
1.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 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.
SELPLG 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
17.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
53.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
48.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
39.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
37.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
34.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
32.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
32.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
31.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
31.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
30.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
29.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
29.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
28.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
28.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
26.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
26.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
25.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
25.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
25.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
25.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
24.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
24.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
23.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
23.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
23.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
23.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
23.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
22.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
22.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
22.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
21.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
21.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
21.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
21.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
21.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
21.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
20.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
20.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
20.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
19.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
19.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
19.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
19.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
17.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
17.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
17.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
17.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
16.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
16.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
16.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
15.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
15.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
15.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
15.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
15.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
14.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
13.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
13.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
13.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
13.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
13.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
12.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
12.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
11.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
11.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
11.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
10.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
10.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
10.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
10.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
10.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
9.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
9.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
9.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
9.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
9.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
8.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
8.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
8.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
8.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
8.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
8.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
7.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
7.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
6.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
6.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
6.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
5.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
3.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
3.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
3.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
3.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
2.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SELPLG 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
14.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
109.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
108.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
91.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
78.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
63.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
54.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
52.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
50.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
50.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
50.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
45.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
39.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
38.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
37.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
36.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
36.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
36.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
35.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
35.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
34.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
34.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
33.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
32.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
32.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
32.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
31.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
31.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
30.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
28.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
28.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
28.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
28.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
28.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
28.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
27.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
26.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
26.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
26.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
26.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
25.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
24.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
24.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
24.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
24.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
23.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
22.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
22.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
22.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
22.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
22.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
21.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
21.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
21.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
21.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
20.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
20.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
20.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
19.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
19.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
19.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
19.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
19.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
19.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
18.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
18.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
18.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
18.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
18.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
18.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
18.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
17.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
17.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
17.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
17.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
17.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
17.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
17.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
16.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
16.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
16.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
16.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
16.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
16.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
16.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
16.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
16.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
16.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
15.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
15.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
15.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
15.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
15.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
15.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
14.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
14.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
14.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
14.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
14.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
14.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
14.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
14.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
13.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
13.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
13.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
13.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
13.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
13.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
12.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
12.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
12.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
12.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
12.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
12.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
12.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
12.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
12.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
12.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
12.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
11.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
11.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
11.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
11.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
11.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
11.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
11.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
11.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
11.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
11.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
11.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
11.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
11.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
11.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
10.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
10.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
10.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
10.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
10.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
10.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
10.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
10.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
10.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
10.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
10.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
9.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
9.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
9.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
9.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
9.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
9.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
9.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
9.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
9.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
9.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
9.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
9.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
9.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
9.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
9.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
8.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
8.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
8.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
8.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
8.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
8.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
8.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
8.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
8.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
8.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
7.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
7.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
7.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
7.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
7.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
7.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
7.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
7.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
7.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
7.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
7.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
6.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
6.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
6.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
6.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
6.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
6.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
6.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
6.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
6.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
6.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
6.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
6.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
5.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
5.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
5.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
5.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
5.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
5.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
5.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
5.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
5.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
5.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
5.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
5.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
5.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
5.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
5.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
5.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
5.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
5.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
5.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
5.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
5.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
5.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
5.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
4.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
4.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
4.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
4.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
4.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
4.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
4.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
4.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
4.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
4.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
4.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
4.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
4.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
4.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
4.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
4.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
4.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
4.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
4.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
3.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
3.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
3.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
3.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
3.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
3.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
3.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
3.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
3.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
3.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
3.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
3.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
3.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
3.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
3.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
3.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
3.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
3.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
2.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
2.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
2.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
2.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
2.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
2.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
2.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
2.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
2.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
1.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
