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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.
FBXW11 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
38.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
36.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
35.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
32.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
32.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
28.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
27.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
27.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
25.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
24.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
24.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
23.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
23.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
23.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
22.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
22.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
22.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
22.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
20.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
20.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
20.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
19.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
19.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
19.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
18.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
18.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
18.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
17.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
17.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
16.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
16.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
15.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
14.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
14.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
14.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
13.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
13.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
13.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
13.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
12.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
12.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
12.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
12.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
12.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
11.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
11.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
11.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
10.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
10.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
10.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
10.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
8.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
8.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
8.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
7.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
6.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
6.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
6.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
6.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
5.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
1.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FBXW11 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
18.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
48.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
46.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
45.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
42.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
39.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
39.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
38.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
38.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
38.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
37.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
36.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
36.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
35.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
35.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
35.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
35.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
35.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
35.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
34.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
34.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
34.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
34.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
33.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
33.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
33.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
33.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
32.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
32.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
32.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
32.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
31.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
31.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
31.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
31.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
31.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
31.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
31.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
31.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
30.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
30.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
30.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
30.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
30.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
29.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
29.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
29.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
29.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
29.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
29.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
29.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
29.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
29.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
29.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
29.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
29.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
29.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
29.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
29.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
29.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
29.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
29.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
28.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
28.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
28.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
28.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
28.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
28.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
28.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
28.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
28.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
28.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
28.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
27.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
27.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
27.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
27.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
27.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
27.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
27.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
27.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
27.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
27.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
27.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
27.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
27.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
26.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
26.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
26.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
26.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
26.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
26.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
26.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
26.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
26.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
25.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
25.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
25.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
25.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
25.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
25.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
25.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
25.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
25.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
25.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
25.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
25.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
25.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
24.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
24.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
24.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
24.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
24.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
24.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
24.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
24.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
24.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
24.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
24.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
24.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
24.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
24.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
24.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
24.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
24.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
24.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
24.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
24.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
24.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
24.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
24.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
24.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
24.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
24.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
23.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
23.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
23.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
23.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
23.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
23.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
23.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
23.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
23.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
23.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
23.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
23.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
23.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
23.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
23.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
23.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
23.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
23.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
23.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
23.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
23.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
23.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
23.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
23.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
23.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
23.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
23.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
23.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
23.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
23.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
23.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
22.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
22.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
22.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
22.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
22.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
22.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
22.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
22.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
22.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
22.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
22.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
22.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
22.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
22.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
22.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
22.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
21.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
21.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
21.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
21.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
21.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
21.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
21.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
21.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
21.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
21.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
21.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
21.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
21.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
21.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
21.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
21.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
21.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
21.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
21.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
21.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
21.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
21.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
21.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
20.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
20.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
20.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
20.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
20.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
20.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
20.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
20.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
20.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
20.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
20.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
20.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
20.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
20.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
20.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
20.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
20.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
20.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
20.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
20.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
20.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
19.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
19.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
19.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
19.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
19.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
19.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
19.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
19.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
19.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
19.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
19.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
19.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
19.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
19.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
19.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
19.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
19.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
19.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
19.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
19.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
19.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
19.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
19.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
18.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
18.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
18.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
18.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
18.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
18.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
18.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
18.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
18.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
18.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
18.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
18.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
18.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
18.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
18.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
18.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
18.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
18.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
18.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
18.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
18.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
18.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
18.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
18.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
18.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
18.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
18.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
18.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
18.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
17.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
17.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
17.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
17.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
17.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
17.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
17.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
17.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
17.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
17.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
17.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
17.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
17.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
17.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
17.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
17.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
17.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
17.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
17.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
17.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
16.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
16.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
16.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
16.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
16.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
16.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
16.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
16.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
16.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
16.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
16.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
16.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
16.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
16.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
16.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
16.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
16.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
16.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
16.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
16.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
16.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
16.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
16.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
16.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
16.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
15.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
15.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
15.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
15.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
15.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
15.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
15.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
15.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
15.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
15.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
15.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
15.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
14.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
14.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
14.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
14.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
14.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
14.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
14.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
14.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
14.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
14.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
14.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
14.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
14.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
14.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
14.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
14.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
14.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
14.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
14.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
13.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
13.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
13.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
13.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
13.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
13.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
13.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
13.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
13.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
13.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
13.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
13.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
13.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
13.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
13.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
13.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
12.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
12.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
12.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
12.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
12.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
12.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
12.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
12.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
12.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
12.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
12.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
12.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
12.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
12.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
12.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
12.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
12.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
11.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
11.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
11.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
11.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
11.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
11.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
11.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
11.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
11.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
11.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
11.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
11.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
11.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
11.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
11.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
11.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
11.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
11.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
11.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
11.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
11.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
11.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
10.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
10.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
10.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
10.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
10.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
10.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
10.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
10.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
10.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
10.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
10.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
10.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
10.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
10.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
10.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
10.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
10.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
10.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
10.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
10.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
9.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
9.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
9.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
9.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
9.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
9.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
9.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
9.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
9.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
8.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
8.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
8.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
8.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
8.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
8.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
8.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
8.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
8.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
8.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
8.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
8.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
8.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
8.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
8.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
8.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
8.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
8.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
7.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
7.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
7.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
7.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
7.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
7.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
6.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
6.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
6.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
6.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
6.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
6.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
6.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
6.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
6.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
6.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
5.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
5.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
5.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
5.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
5.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
5.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
5.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
4.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
4.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
4.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
3.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
3.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
3.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
3.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
3.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
FBXW11 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
23.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
42.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
39.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
38.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
38.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
37.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
37.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
35.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
34.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
34.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
34.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
33.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
33.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
32.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
31.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
30.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
30.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
30.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
30.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
30.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
30.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
30.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
29.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
28.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
28.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
27.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
27.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
27.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
27.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
27.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
27.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
26.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
26.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
26.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
26.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
26.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
25.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
25.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
25.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
25.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
24.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
24.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
24.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
24.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
24.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
24.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
23.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
23.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
23.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
23.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
23.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
22.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
22.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
22.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
21.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
21.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
21.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
21.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
21.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
21.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
20.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
20.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
20.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
20.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
20.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
19.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
19.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
19.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
19.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
19.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
19.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
18.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
18.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
18.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
17.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
17.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
16.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
16.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
16.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
16.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
16.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
16.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
15.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
15.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
15.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
15.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
15.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
14.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
14.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
14.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
14.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
12.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
12.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
10.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
10.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
9.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
8.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
FBXW11 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
44.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
38.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
29.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
29.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
27.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
27.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
27.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
26.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
26.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
25.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
24.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
24.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
24.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
24.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
23.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
23.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
23.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
23.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
23.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
22.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
22.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
21.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
21.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
21.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
21.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
20.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
20.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
20.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
20.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
20.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
20.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
19.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
19.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
19.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
19.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
19.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
19.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
19.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
18.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
18.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
18.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
17.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
17.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
17.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
17.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
17.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
17.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
17.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
17.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
17.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
17.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
17.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
17.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
17.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
17.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
17.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
17.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
17.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
17.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
17.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
17.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
16.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
16.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
16.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
16.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
16.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
16.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
16.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
15.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
15.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
15.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
15.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
15.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
15.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
15.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
15.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
15.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
15.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
15.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
15.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
15.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
14.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
14.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
14.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
14.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
14.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
14.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
14.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
14.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
14.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
14.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
14.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
14.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
14.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
14.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
13.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
13.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
13.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
13.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
13.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
13.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
13.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
13.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
13.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
13.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
13.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
12.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
12.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
12.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
12.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
12.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
12.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
12.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
12.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
12.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
12.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
12.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
12.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
12.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
12.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
12.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
12.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
12.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
12.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
12.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
11.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
11.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
11.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
11.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
11.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
11.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
11.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
11.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
11.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
11.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
11.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
11.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
11.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
11.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
11.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
11.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
11.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
11.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
11.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
10.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
10.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
10.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
10.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
10.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
10.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
10.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
10.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
10.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
10.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
10.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
10.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
9.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
9.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
9.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
9.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
9.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
9.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
9.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
9.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
9.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
9.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
9.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
9.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
9.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
9.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
9.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
8.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
8.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
8.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
8.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
8.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
8.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
8.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
8.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
8.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
8.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
8.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
8.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
8.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
8.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
8.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
8.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
8.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
8.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
8.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
8.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
7.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
7.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
7.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
7.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
7.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
7.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
7.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
7.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
7.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
7.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
7.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
7.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
7.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
7.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
7.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
7.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
7.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
7.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
7.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
6.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
6.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
6.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
6.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
6.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
6.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
6.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
6.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
6.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
6.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
6.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
5.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
5.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
5.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
5.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
5.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
5.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
5.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
5.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
5.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
5.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
5.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
5.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
5.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
5.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
5.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
5.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
5.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
4.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
4.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
4.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
4.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
4.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
4.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
4.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
4.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
4.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
3.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
3.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
3.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
3.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
3.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
2.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
2.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
2.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
1.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
1.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0075560003
Tumor
0.7
CPT0015910003
Tumor
0.6
CPT0063320003
Tumor
0.6
CPT0088970003
Tumor
0.6
CPT0023690003
Tumor
0.6
CPT0066480003
Tumor
0.5
CPT0077310003
Tumor
0.5
CPT0081880003
Tumor
0.5
CPT0065690003
Tumor
0.5
CPT0065870003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0076330003
Tumor
0.4
CPT0065930003
Tumor
0.4
CPT0026410003
Tumor
0.4
CPT0081990003
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0063330001
Normal
0.3
CPT0092790003
Tumor
0.3
CPT0012370003
Tumor
0.2
CPT0007470001
Normal
0.2
CPT0079510001
Normal
0.2
CPT0079180003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0006950001
Normal
0.2
CPT0081620001
Normal
0.2
CPT0088690003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0001180009
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0025880003
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0084560003
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0025610001
Normal
0.1
CPT0092740003
Normal
0.1
CPT0092190003
Normal
0.1
CPT0014160003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0001340003
Tumor
0.1
CPT0001540009
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0078660003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0088780001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0077320001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0069160003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0078940001
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0012570003
Normal
0.0
CPT0001270001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0023350003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0001190001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0063630003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0088550004
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0014130001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0012180003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0006630003
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0077110003
Tumor
-0.2
CPT0086370003
Normal
-0.2
CPT0000640003
Tumor
-0.2
CPT0086870003
Tumor
-0.2
CPT0078840001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0078800003
Tumor
-0.2
CPT0089480003
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0018250001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0017850003
Tumor
-0.2
CPT0017450001
Normal
-0.2
CPT0069190001
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0012280003
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0066520001
Normal
-0.2
CPT0079000001
Normal
-0.3
CPT0078530001
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0092800003
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0007870001
Normal
-0.3
CPT0077140001
Normal
-0.3
CPT0017410003
Tumor
-0.3
CPT0000890001
Normal
-0.3
CPT0009080003
Normal
-0.3
CPT0012290003
Normal
-0.4
CPT0066470004
Tumor
-0.4
CPT0069010001
Normal
-0.4
CPT0014450004
Tumor
-0.4
CPT0009020003
Normal
-0.4
CPT0009060003
Tumor
-0.4
CPT0078510003
Tumor
-0.4
CPT0000790001
Normal
-0.4
CPT0001350001
Normal
-0.5
CPT0065450001
Normal
-0.5
CPT0078670001
Normal
-0.5
CPT0020130001
Normal
-0.5
CPT0012670003
Tumor
-0.5
CPT0088570001
Normal
-0.7
CPT0088920001
Normal
-0.7
CPT0014470001
Normal
-0.7
CPT0012920003
Normal
-0.8
CPT0009000003
Tumor
-0.9
CPT0021240003
Tumor
-1.1
CPT0012900004
Tumor
-1.8
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
