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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.
FBXL8 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
4.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
19.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
17.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
14.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
13.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
12.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
11.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
10.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
9.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
7.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
7.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
6.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
5.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
5.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
5.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
5.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
5.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
4.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
4.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
4.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
4.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
4.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
4.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
4.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
4.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
3.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
3.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
3.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
3.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
3.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
3.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
2.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
2.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
2.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
2.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
2.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
2.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
2.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
2.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
2.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
2.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
2.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
2.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
2.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
2.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
2.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
1.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
1.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
1.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 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.
FBXL8 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
27.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
27.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
27.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
26.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
25.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
23.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
23.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
22.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
22.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
22.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
22.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
22.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
21.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
21.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
21.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
20.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
19.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
19.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
19.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
19.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
19.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
19.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
19.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
18.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
18.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
18.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
18.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
18.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
18.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
18.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
18.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
18.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
18.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
18.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
18.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
17.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
17.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
17.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
17.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
17.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
17.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
17.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
17.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
17.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
16.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
16.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
16.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
16.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
16.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
16.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
16.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
16.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
16.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
16.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
16.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
15.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
15.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
15.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
15.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
15.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
15.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
15.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
15.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
15.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
15.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
15.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
15.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
15.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
15.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
15.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
15.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
15.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
15.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
15.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
15.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
15.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
14.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
14.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
14.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
14.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
14.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
14.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
14.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
14.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
14.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
14.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
14.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
14.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
14.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
14.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
14.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
14.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
14.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
14.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
14.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
14.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
14.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
14.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
14.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
14.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
13.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
13.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
13.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
13.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
13.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
13.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
13.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
13.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
13.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
13.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
13.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
13.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
13.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
13.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
13.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
13.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
13.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
13.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
13.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
13.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
13.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
13.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
13.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
13.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
13.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
13.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
13.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
12.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
12.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
12.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
12.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
12.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
12.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
12.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
12.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
12.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
12.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
12.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
12.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
12.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
12.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
12.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
12.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
12.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
12.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
12.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
12.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
12.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
12.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
12.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
12.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
12.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
12.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
12.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
12.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
12.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
12.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
12.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
12.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
11.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
11.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
11.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
11.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
11.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
11.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
11.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
11.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
11.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
11.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
11.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
11.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
11.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
11.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
11.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
11.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
11.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
11.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
11.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
11.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
11.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
11.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
11.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
10.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
10.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
10.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
10.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
10.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
10.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
10.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
10.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
10.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
10.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
10.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
10.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
10.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
10.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
10.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
10.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
10.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
10.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
10.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
10.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
10.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
10.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
10.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
10.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
10.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
10.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
10.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
10.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
10.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
10.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
9.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
9.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
9.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
9.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
9.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
9.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
9.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
9.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
9.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
9.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
9.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
9.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
9.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
9.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
9.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
9.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
9.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
9.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
9.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
9.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
9.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
9.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
9.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
9.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
9.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
9.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
9.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
9.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
9.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
9.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
9.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
9.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
9.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
9.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
9.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
9.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
9.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
9.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
9.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
9.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
9.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
8.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
8.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
8.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
8.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
8.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
8.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
8.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
8.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
8.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
8.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
8.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
8.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
8.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
8.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
8.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
8.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
8.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
8.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
8.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
8.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
8.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
8.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
8.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
8.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
8.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
8.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
8.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
8.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
8.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
8.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
8.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
8.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
8.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
8.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
8.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
8.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
8.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
8.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
8.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
8.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
8.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
8.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
7.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
7.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
7.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
7.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
7.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
7.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
7.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
7.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
7.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
7.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
7.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
7.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
7.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
7.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
7.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
7.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
7.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
7.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
7.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
7.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
7.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
7.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
7.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
7.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
7.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
7.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
7.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
7.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
7.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
7.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
7.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
7.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
7.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
6.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
6.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
6.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
6.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
6.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
6.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
6.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
6.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
6.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
6.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
6.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
6.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
6.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
6.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
6.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
6.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
6.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
6.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
6.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
6.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
6.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
6.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
6.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
6.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
6.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
6.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
6.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
6.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
6.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
6.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
6.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
6.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
6.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
6.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
6.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
6.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
6.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
6.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
5.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
5.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
5.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
5.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
5.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
5.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
5.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
5.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
5.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
5.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
5.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
5.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
5.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
5.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
5.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
5.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
5.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
5.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
5.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
5.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
5.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
5.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
5.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
5.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
5.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
5.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
5.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
5.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
5.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
5.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
5.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
5.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
5.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
5.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
5.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
5.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
5.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
5.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
5.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
5.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
5.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
5.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
4.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
4.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
4.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
4.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
4.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
4.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
4.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
4.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
4.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
4.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
4.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
4.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
4.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
4.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
4.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
4.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
4.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
4.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
4.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
4.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
4.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
4.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
4.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
4.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
4.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
4.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
4.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
4.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
4.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
4.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
4.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
4.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
4.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
4.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
4.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
4.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
4.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
4.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
4.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
4.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
3.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
3.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
3.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
3.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
3.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
3.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
3.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
3.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
3.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
3.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
3.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
3.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
3.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
3.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
3.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
3.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
3.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
3.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
3.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
3.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
3.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
2.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
2.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
2.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
2.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
2.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
2.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
2.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
2.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
2.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
2.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
2.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
2.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
1.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
1.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 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.
FBXL8 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
16.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
41.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
32.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
28.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
27.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
27.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
27.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
26.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
26.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
26.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
25.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
24.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
24.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
24.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
22.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
22.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
22.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
21.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
21.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
21.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
20.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
20.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
19.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
19.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
19.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
19.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
19.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
19.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
19.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
19.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
18.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
18.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
18.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
18.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
18.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
18.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
18.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
18.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
18.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
18.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
17.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
17.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
17.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
17.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
16.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
16.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
16.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
16.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
15.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
15.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
15.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
15.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
15.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
15.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
15.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
15.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
15.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
14.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
14.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
14.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
14.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
14.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
14.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
14.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
13.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
13.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
12.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
12.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
12.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
12.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
12.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
11.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
11.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
11.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
11.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
11.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
11.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
10.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
10.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
10.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
10.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
8.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
8.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
8.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
8.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
8.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
7.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
7.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
7.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
7.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
7.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
6.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
6.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
5.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
4.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FBXL8 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
10.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
64.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
58.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
50.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
47.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
41.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
35.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
34.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
31.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
30.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
29.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
28.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
28.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
28.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
26.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
25.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
24.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
24.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
24.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
23.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
23.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
23.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
20.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
19.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
19.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
18.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
18.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
18.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
18.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
17.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
17.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
16.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
16.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
16.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
16.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
16.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
16.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
16.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
16.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
15.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
15.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
15.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
15.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
15.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
15.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
15.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
15.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
15.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
15.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
15.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
15.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
15.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
15.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
14.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
14.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
14.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
14.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
14.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
14.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
14.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
13.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
13.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
13.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
13.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
13.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
13.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
13.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
13.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
13.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
13.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
13.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
13.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
13.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
13.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
13.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
13.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
12.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
12.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
12.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
12.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
12.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
12.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
12.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
12.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
12.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
12.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
12.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
12.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
12.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
12.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
11.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
11.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
11.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
11.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
11.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
11.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
11.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
11.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
11.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
11.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
11.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
10.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
10.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
10.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
10.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
10.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
10.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
10.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
10.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
10.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
10.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
10.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
10.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
10.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
10.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
10.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
10.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
10.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
10.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
9.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
9.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
9.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
9.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
9.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
9.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
9.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
9.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
9.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
8.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
8.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
8.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
8.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
8.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
8.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
8.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
8.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
8.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
8.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
8.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
8.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
8.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
8.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
8.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
7.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
7.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
7.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
7.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
7.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
7.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
7.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
7.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
7.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
7.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
7.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
7.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
7.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
7.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
7.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
7.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
7.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
7.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
6.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
6.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
6.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
6.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
6.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
6.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
6.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
6.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
6.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
6.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
6.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
6.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
6.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
6.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
6.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
6.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
6.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
6.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
6.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
6.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
6.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
6.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
6.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
5.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
5.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
5.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
5.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
5.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
5.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
5.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
5.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
5.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
5.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
5.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
5.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
5.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
5.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
5.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
5.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
5.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
5.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
5.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
5.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
5.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
5.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
5.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
5.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
5.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
5.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
5.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
5.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
5.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
5.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
5.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
5.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
4.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
4.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
4.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
4.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
4.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
4.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
4.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
4.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
4.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
4.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
4.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
4.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
4.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
4.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
4.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
3.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
3.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
3.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
3.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
3.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
3.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
3.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
3.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
3.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
3.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
3.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
3.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
3.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
3.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
3.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
3.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
3.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
3.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
2.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
2.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
2.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
2.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
2.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
2.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
2.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
2.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
2.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
1.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
1.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0000870016
Tumor
1.0
CPT0079270003
Tumor
1.0
CPT0025880003
Tumor
1.0
CPT0078510003
Tumor
0.9
CPT0025580004
Tumor
0.9
CPT0025110003
Tumor
0.9
CPT0069160003
Tumor
0.9
CPT0007860003
Tumor
0.8
CPT0006630003
Tumor
0.8
CPT0065930003
Tumor
0.7
CPT0092790003
Tumor
0.7
CPT0001500009
Tumor
0.7
CPT0065810003
Tumor
0.7
CPT0023690003
Tumor
0.7
CPT0006900003
Tumor
0.7
CPT0077310003
Tumor
0.7
CPT0011240003
Tumor
0.6
CPT0077490003
Tumor
0.6
CPT0065690003
Tumor
0.6
CPT0089460004
Tumor
0.6
CPT0078990003
Tumor
0.6
CPT0064370003
Tumor
0.6
CPT0079230003
Tumor
0.6
CPT0010160003
Tumor
0.6
CPT0019990003
Tumor
0.5
CPT0086030003
Tumor
0.5
CPT0026410003
Tumor
0.5
CPT0006440003
Tumor
0.5
CPT0081990003
Tumor
0.5
CPT0014370004
Tumor
0.5
CPT0071150004
Tumor
0.5
CPT0063320003
Tumor
0.5
CPT0088630003
Tumor
0.5
CPT0078930003
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0077110003
Tumor
0.4
CPT0069000003
Tumor
0.4
CPT0020120003
Tumor
0.4
CPT0075720003
Tumor
0.4
CPT0088760003
Tumor
0.4
CPT0012900004
Tumor
0.4
CPT0021240003
Tumor
0.4
CPT0076330003
Tumor
0.4
CPT0012370003
Tumor
0.4
CPT0025290003
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0025350003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0002270011
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0000640003
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0024670003
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0001540009
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0078660003
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0025230003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0000780007
Tumor
0.1
CPT0089020003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0023350003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0081880003
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0001180009
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0092730003
Tumor
0.0
CPT0092290003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0010170001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0025170003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0088690003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0092160003
Tumor
-0.1
CPT0065430003
Tumor
-0.2
CPT0000660001
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0078670001
Normal
-0.2
CPT0012920003
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0069190001
Normal
-0.2
CPT0014470001
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0079380003
Tumor
-0.2
CPT0088570001
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0009080003
Normal
-0.2
CPT0014450004
Tumor
-0.2
CPT0065450001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0064400001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0092740003
Normal
-0.2
CPT0007870001
Normal
-0.3
CPT0086820003
Tumor
-0.3
CPT0075570001
Normal
-0.3
CPT0063640001
Normal
-0.3
CPT0084590001
Normal
-0.3
CPT0025060001
Normal
-0.3
CPT0017410003
Tumor
-0.3
CPT0088500001
Normal
-0.3
CPT0006730001
Normal
-0.3
CPT0088900003
Tumor
-0.3
CPT0065820001
Normal
-0.3
CPT0023360001
Normal
-0.3
CPT0001260009
Tumor
-0.3
CPT0020020001
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0088480003
Tumor
-0.3
CPT0001190001
Normal
-0.3
CPT0000790001
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0084560003
Tumor
-0.3
CPT0001350001
Normal
-0.3
CPT0088550004
Tumor
-0.3
CPT0006530001
Normal
-0.3
CPT0014130001
Normal
-0.3
CPT0086890003
Normal
-0.3
CPT0077320001
Normal
-0.3
CPT0088640003
Normal
-0.4
CPT0012290003
Normal
-0.4
CPT0002370001
Normal
-0.4
CPT0075130003
Tumor
-0.4
CPT0012640003
Normal
-0.4
CPT0001230001
Normal
-0.4
CPT0078530001
Normal
-0.4
CPT0092190003
Normal
-0.4
CPT0063330001
Normal
-0.5
CPT0079510001
Normal
-0.5
CPT0009020003
Normal
-0.5
CPT0001270001
Normal
-0.5
CPT0079430001
Normal
-0.5
CPT0017450001
Normal
-0.5
CPT0075170001
Normal
-0.5
CPT0079410003
Tumor
-0.5
CPT0079300001
Normal
-0.6
CPT0009060003
Tumor
-0.6
CPT0010120001
Normal
-0.6
CPT0001340003
Tumor
-0.6
CPT0012180003
Tumor
-0.6
CPT0020130001
Normal
-0.6
CPT0079180003
Tumor
-0.6
CPT0017850003
Tumor
-0.7
CPT0086950003
Tumor
-0.8
CPT0088970003
Tumor
-0.8
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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
