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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.
LUC7L2 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
16.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
30.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
30.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
29.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
29.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
28.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
28.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
24.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
24.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
23.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
23.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
23.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
22.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
22.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
22.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
21.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
21.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
21.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
21.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
20.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
19.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
19.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
19.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
19.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
19.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
19.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
18.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
18.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
18.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
18.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
17.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
17.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
17.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
17.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
16.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
16.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
15.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
15.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
14.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
14.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
14.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
14.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
14.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
13.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
13.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
13.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
13.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
12.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
12.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
12.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
12.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
11.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
11.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
11.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
10.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
9.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
9.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
8.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
6.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
5.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LUC7L2 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
28.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
79.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
62.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
54.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
54.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
54.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
53.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
52.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
52.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
51.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
51.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
51.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
49.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
48.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
47.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
46.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
46.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
46.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
45.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
45.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
45.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
45.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
45.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
44.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
44.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
44.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
44.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
44.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
44.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
44.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
43.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
43.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
43.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
43.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
43.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
43.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
43.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
43.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
43.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
42.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
42.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
42.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
42.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
42.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
42.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
41.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
41.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
41.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
41.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
41.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
40.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
40.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
40.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
40.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
40.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
40.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
39.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
39.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
39.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
39.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
39.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
39.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
39.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
39.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
39.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
39.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
39.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
38.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
38.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
38.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
38.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
38.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
38.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
38.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
37.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
37.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
37.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
37.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
37.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
37.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
37.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
37.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
37.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
37.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
37.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
37.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
37.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
36.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
36.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
36.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
36.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
36.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
36.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
36.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
36.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
36.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
36.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
35.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
35.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
35.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
35.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
35.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
35.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
35.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
35.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
35.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
35.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
35.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
35.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
35.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
35.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
35.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
35.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
35.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
35.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
35.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
35.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
34.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
34.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
34.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
34.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
34.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
34.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
34.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
34.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
34.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
34.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
34.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
34.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
33.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
33.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
33.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
33.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
33.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
33.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
33.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
33.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
33.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
33.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
33.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
33.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
33.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
33.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
33.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
32.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
32.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
32.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
32.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
32.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
32.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
32.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
32.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
32.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
32.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
32.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
32.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
32.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
32.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
32.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
32.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
32.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
32.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
32.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
32.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
32.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
32.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
31.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
31.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
31.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
31.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
31.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
31.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
31.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
31.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
31.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
31.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
31.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
31.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
31.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
31.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
31.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
31.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
31.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
31.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
31.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
31.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
30.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
30.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
30.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
30.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
30.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
30.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
30.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
30.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
30.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
30.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
30.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
30.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
30.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
30.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
30.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
30.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
30.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
30.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
30.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
30.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
30.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
30.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
30.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
30.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
30.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
29.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
29.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
29.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
29.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
29.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
29.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
29.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
29.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
29.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
29.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
29.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
29.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
29.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
29.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
29.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
29.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
29.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
29.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
29.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
29.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
28.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
28.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
28.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
28.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
28.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
28.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
28.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
28.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
28.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
28.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
28.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
28.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
28.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
28.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
28.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
28.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
28.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
28.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
28.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
28.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
28.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
28.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
28.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
28.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
28.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
28.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
28.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
28.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
27.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
27.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
27.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
27.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
27.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
27.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
27.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
27.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
27.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
27.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
27.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
27.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
27.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
27.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
27.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
27.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
27.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
27.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
27.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
26.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
26.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
26.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
26.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
26.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
26.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
26.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
26.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
26.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
26.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
26.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
26.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
26.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
26.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
26.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
26.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
26.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
26.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
26.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
26.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
26.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
25.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
25.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
25.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
25.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
25.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
25.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
25.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
25.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
25.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
25.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
25.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
25.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
25.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
25.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
25.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
25.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
25.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
25.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
25.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
25.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
25.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
25.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
25.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
25.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
25.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
25.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
25.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
24.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
24.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
24.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
24.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
24.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
24.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
24.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
24.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
24.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
24.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
24.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
24.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
24.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
24.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
24.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
24.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
24.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
24.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
24.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
24.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
24.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
24.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
24.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
24.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
24.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
24.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
23.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
23.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
23.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
23.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
23.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
23.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
23.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
23.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
23.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
23.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
23.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
23.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
23.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
23.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
23.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
23.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
23.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
23.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
23.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
23.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
23.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
22.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
22.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
22.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
22.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
22.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
22.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
22.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
22.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
22.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
22.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
22.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
22.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
22.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
22.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
22.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
22.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
22.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
22.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
22.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
22.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
21.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
21.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
21.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
21.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
21.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
21.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
21.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
21.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
21.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
21.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
21.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
21.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
21.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
21.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
21.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
21.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
20.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
20.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
20.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
20.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
20.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
20.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
20.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
20.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
20.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
20.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
20.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
20.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
20.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
20.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
20.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
20.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
20.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
20.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
19.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
19.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
19.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
19.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
19.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
19.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
19.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
19.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
19.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
19.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
19.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
19.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
19.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
19.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
19.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
19.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
19.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
19.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
18.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
18.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
18.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
18.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
18.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
18.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
18.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
18.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
18.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
18.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
18.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
18.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
18.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
18.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
18.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
18.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
18.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
18.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
18.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
18.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
18.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
17.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
17.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
17.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
17.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
17.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
17.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
17.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
17.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
17.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
17.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
16.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
16.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
16.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
16.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
16.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
16.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
16.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
16.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
16.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
15.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
15.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
15.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
15.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
15.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
15.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
15.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
15.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
14.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
14.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
14.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
14.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
14.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
14.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
14.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
13.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
13.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
13.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
13.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
12.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
11.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
11.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
10.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
9.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
8.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
8.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
7.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
7.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
6.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
LUC7L2 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
38.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
64.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
57.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
55.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
55.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
55.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
54.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
54.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
51.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
50.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
50.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
49.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
49.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
48.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
48.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
48.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
47.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
47.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
46.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
46.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
46.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
45.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
45.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
45.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
44.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
44.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
44.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
44.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
44.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
43.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
43.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
43.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
42.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
42.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
41.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
41.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
41.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
41.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
41.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
41.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
41.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
40.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
40.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
40.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
40.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
39.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
39.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
39.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
39.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
39.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
39.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
38.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
38.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
38.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
37.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
37.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
36.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
36.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
35.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
35.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
35.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
35.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
35.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
35.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
35.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
34.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
34.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
34.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
33.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
33.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
33.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
32.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
32.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
32.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
32.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
31.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
31.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
31.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
31.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
31.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
30.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
30.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
30.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
30.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
29.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
29.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
29.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
29.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
29.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
28.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
27.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
26.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
25.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
25.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
25.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
24.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
22.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
19.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
19.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
16.2
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.
LUC7L2 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
26.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
86.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
75.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
72.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
71.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
68.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
62.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
62.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
61.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
60.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
58.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
55.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
54.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
51.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
51.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
50.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
49.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
49.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
48.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
48.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
48.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
47.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
47.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
47.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
46.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
45.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
45.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
45.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
44.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
44.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
44.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
44.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
43.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
43.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
43.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
43.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
43.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
42.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
42.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
41.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
41.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
41.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
41.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
40.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
40.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
40.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
39.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
39.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
39.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
38.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
38.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
38.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
38.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
37.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
37.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
37.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
37.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
36.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
36.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
36.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
36.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
35.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
35.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
35.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
35.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
35.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
35.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
34.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
34.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
34.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
34.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
34.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
33.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
33.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
32.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
32.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
32.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
31.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
31.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
31.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
31.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
31.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
31.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
31.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
31.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
30.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
30.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
30.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
30.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
30.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
30.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
30.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
30.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
30.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
30.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
30.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
30.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
30.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
30.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
30.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
30.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
29.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
29.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
29.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
29.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
29.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
29.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
29.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
29.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
28.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
28.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
28.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
28.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
28.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
28.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
28.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
28.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
28.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
28.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
28.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
27.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
27.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
27.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
27.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
27.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
27.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
27.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
27.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
27.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
27.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
26.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
26.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
26.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
26.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
26.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
26.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
26.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
26.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
26.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
26.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
25.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
25.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
25.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
25.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
25.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
25.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
25.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
24.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
24.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
24.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
24.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
24.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
24.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
24.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
24.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
24.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
24.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
23.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
23.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
23.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
23.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
23.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
23.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
23.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
23.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
23.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
22.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
22.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
22.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
22.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
22.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
22.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
22.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
22.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
22.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
22.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
22.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
21.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
21.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
21.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
21.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
21.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
21.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
21.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
21.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
21.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
21.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
21.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
21.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
21.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
20.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
20.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
20.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
20.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
20.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
20.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
20.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
20.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
20.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
19.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
19.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
19.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
19.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
19.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
19.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
19.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
18.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
18.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
18.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
17.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
17.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
17.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
17.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
17.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
17.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
17.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
17.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
16.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
16.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
16.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
16.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
16.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
16.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
16.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
15.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
15.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
15.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
15.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
14.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
14.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
14.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
14.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
14.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
14.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
14.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
13.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
13.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
13.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
13.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
13.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
13.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
13.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
13.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
12.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
11.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
11.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
11.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
11.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
11.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
10.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
10.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
9.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
9.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
9.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
9.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
9.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
9.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
9.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
6.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
6.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
5.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
4.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
4.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
3.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
1.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 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
