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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.
LRP11 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
26.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
77.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
70.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
62.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
62.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
51.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
46.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
42.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
40.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
38.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
37.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
36.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
36.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
36.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
35.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
35.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
34.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
34.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
34.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
33.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
31.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
31.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
30.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
29.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
26.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
25.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
24.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
24.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
23.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
23.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
23.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
23.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
22.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
22.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
22.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
21.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
21.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
21.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
20.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
19.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
19.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
19.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
19.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
19.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
19.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
19.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
18.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
18.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
18.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
18.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
17.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
17.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
17.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
16.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
16.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
16.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
13.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
12.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
11.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
10.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
10.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
9.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
8.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
8.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LRP11 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
109.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
56.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
55.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
45.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
42.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
41.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
31.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
31.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
31.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
30.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
30.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
29.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
27.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
26.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
25.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
23.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
22.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
21.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
21.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
21.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
21.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
21.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
21.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
20.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
20.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
20.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
20.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
20.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
20.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
19.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
19.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
19.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
19.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
19.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
19.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
19.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
19.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
18.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
18.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
18.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
18.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
18.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
18.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
18.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
18.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
18.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
17.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
17.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
17.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
17.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
17.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
17.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
17.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
17.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
17.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
17.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
17.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
17.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
17.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
16.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
16.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
16.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
16.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
16.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
16.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
16.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
16.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
16.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
16.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
16.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
16.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
16.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
16.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
16.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
16.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
16.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
15.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
15.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
15.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
15.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
15.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
15.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
15.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
15.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
15.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
15.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
15.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
15.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
15.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
15.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
15.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
15.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
14.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
14.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
14.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
14.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
14.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
14.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
14.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
14.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
14.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
14.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
14.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
14.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
14.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
14.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
14.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
14.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
14.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
14.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
14.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
14.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
14.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
14.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
13.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
13.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
13.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
13.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
13.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
13.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
13.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
13.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
13.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
13.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
13.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
13.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
13.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
13.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
13.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
13.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
13.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
13.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
13.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
13.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
13.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
13.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
13.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
13.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
13.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
13.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
13.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
13.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
13.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
13.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
13.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
13.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
13.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
13.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
13.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
13.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
13.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
13.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
13.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
12.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
12.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
12.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
12.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
12.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
12.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
12.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
12.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
12.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
12.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
12.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
12.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
12.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
12.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
12.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
12.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
12.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
12.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
12.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
12.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
12.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
12.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
12.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
12.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
12.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
12.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
12.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
12.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
12.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
12.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
12.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
12.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
11.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
11.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
11.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
11.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
11.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
11.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
11.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
11.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
11.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
11.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
11.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
11.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
11.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
11.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
11.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
11.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
11.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
11.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
11.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
11.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
11.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
11.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
11.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
11.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
11.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
11.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
11.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
11.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
11.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
11.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
11.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
11.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
11.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
11.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
11.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
11.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
11.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
11.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
11.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
11.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
11.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
11.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
11.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
11.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
10.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
10.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
10.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
10.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
10.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
10.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
10.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
10.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
10.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
10.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
10.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
10.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
10.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
10.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
10.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
10.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
10.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
10.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
10.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
10.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
10.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
10.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
10.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
10.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
10.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
10.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
10.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
10.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
10.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
10.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
10.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
10.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
10.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
10.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
10.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
10.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
10.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
10.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
10.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
10.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
10.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
10.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
10.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
10.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
10.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
10.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
10.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
10.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
10.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
9.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
9.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
9.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
9.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
9.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
9.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
9.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
9.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
9.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
9.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
9.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
9.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
9.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
9.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
9.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
9.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
9.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
9.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
9.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
9.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
9.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
9.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
9.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
9.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
9.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
9.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
9.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
9.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
9.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
9.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
9.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
9.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
9.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
9.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
9.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
9.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
9.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
9.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
9.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
9.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
9.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
9.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
9.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
9.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
9.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
9.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
8.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
8.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
8.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
8.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
8.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
8.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
8.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
8.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
8.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
8.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
8.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
8.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
8.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
8.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
8.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
8.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
8.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
8.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
8.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
8.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
8.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
8.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
8.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
8.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
8.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
8.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
8.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
8.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
8.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
8.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
8.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
8.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
8.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
8.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
8.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
8.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
8.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
8.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
8.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
8.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
8.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
8.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
8.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
8.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
8.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
7.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
7.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
7.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
7.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
7.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
7.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
7.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
7.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
7.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
7.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
7.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
7.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
7.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
7.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
7.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
7.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
7.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
7.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
7.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
7.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
7.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
7.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
7.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
7.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
7.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
7.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
7.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
7.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
7.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
7.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
7.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
7.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
7.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
7.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
7.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
7.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
7.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
6.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
6.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
6.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
6.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
6.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
6.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
6.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
6.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
6.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
6.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
6.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
6.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
6.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
6.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
6.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
6.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
6.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
6.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
6.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
6.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
6.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
6.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
6.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
6.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
6.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
6.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
6.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
6.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
6.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
6.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
6.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
6.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
6.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
5.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
5.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
5.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
5.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
5.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
5.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
5.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
5.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
5.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
5.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
5.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
5.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
5.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
5.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
5.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
5.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
5.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
5.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
5.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
5.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
5.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
5.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
5.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
4.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
4.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
4.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
4.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
4.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
4.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
4.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
4.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
4.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
4.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
4.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
4.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
4.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
4.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
3.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
3.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
3.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
3.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
3.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
3.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
3.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
3.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
3.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
3.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
2.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
2.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
2.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1.5
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.
LRP11 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
13.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
30.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
27.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
25.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
24.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
23.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
23.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
22.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
22.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
21.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
21.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
19.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
19.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
19.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
19.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
19.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
18.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
18.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
18.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
18.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
17.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
17.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
17.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
17.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
17.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
17.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
16.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
16.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
16.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
15.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
15.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
15.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
15.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
15.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
14.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
14.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
14.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
14.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
14.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
13.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
13.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
13.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
13.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
13.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
13.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
13.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
12.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
12.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
12.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
12.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
12.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
12.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
11.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
11.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
11.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
11.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
11.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
11.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
11.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
11.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
10.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
10.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
10.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
10.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
10.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
10.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
10.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
10.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
10.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
10.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
10.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
10.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
9.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
9.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
9.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
9.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
9.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
9.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
9.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
9.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
9.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
9.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
8.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
8.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
8.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
7.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
6.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
6.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
6.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
6.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
6.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
5.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
4.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
LRP11 is potential prognostic, high expression is unfavorable 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
10.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
165.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
59.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
51.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
42.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
36.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
33.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
32.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
32.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
30.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
28.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
28.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
26.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
25.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
24.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
23.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
23.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
22.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
21.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
21.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
21.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
21.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
20.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
20.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
19.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
19.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
19.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
19.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
19.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
19.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
19.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
18.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
18.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
18.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
17.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
17.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
17.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
17.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
16.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
16.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
16.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
16.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
16.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
16.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
15.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
15.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
15.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
15.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
15.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
15.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
15.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
15.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
15.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
14.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
14.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
14.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
14.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
14.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
14.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
14.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
14.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
14.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
13.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
13.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
13.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
13.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
13.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
13.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
13.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
13.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
12.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
12.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
12.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
12.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
12.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
12.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
12.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
12.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
12.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
12.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
12.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
12.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
12.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
12.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
12.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
11.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
11.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
11.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
11.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
11.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
11.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
11.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
11.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
11.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
11.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
10.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
10.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
10.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
10.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
10.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
10.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
10.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
10.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
10.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
10.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
10.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
10.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
10.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
9.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
9.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
9.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
9.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
9.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
9.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
9.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
9.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
9.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
9.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
9.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
9.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
9.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
9.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
9.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
9.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
9.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
9.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
9.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
9.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
9.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
9.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
8.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
8.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
8.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
8.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
8.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
8.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
8.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
8.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
8.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
8.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
8.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
8.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
8.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
8.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
8.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
8.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
8.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
8.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
8.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
8.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
8.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
8.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
8.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
8.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
8.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
8.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
7.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
7.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
7.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
7.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
7.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
7.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
7.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
7.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
7.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
7.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
7.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
7.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
7.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
7.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
7.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
7.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
7.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
7.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
7.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
7.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
7.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
6.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
6.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
6.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
6.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
6.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
6.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
6.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
6.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
6.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
6.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
6.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
6.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
6.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
6.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
6.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
6.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
6.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
6.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
6.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
6.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
6.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
6.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
6.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
6.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
6.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
6.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
6.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
6.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
6.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
6.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
5.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
5.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
5.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
5.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
5.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
5.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
5.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
5.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
5.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
5.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
5.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
5.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
5.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
5.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
5.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
5.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
5.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
5.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
5.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
5.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
5.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
5.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
5.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
5.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
5.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
5.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
5.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
5.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
4.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
4.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
4.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
4.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
4.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
4.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
4.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
4.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
4.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
4.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
4.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
3.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
3.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
3.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
3.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
3.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
3.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
3.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
3.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
3.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
3.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
3.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
2.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
2.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
2.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
2.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
2.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
2.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
2.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 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.
The Human Protein Atlas project is funded
