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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.
FAAH is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
15.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
15.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
14.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
13.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
13.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
12.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
12.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
12.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
11.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
10.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
10.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
9.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
9.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
8.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
8.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
8.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
8.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
7.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
7.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
7.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
7.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
7.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
7.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
7.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
7.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
6.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
6.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
6.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
6.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
6.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
6.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
6.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
6.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
5.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
5.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
5.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
5.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
5.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
5.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
4.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
4.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
4.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
4.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
4.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
4.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
3.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
3.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
3.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
0.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAAH is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
86.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
53.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
51.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
51.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
48.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
46.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
42.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
40.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
38.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
37.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
37.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
36.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
35.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
35.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
35.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
34.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
33.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
33.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
33.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
32.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
32.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
32.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
31.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
31.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
31.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
31.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
30.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
30.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
30.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
30.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
30.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
30.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
30.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
30.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
30.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
30.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
29.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
29.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
29.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
28.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
28.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
28.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
28.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
28.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
28.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
27.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
27.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
27.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
27.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
26.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
26.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
26.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
25.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
25.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
25.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
25.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
25.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
25.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
25.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
25.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
25.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
25.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
25.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
25.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
24.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
24.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
24.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
24.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
24.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
24.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
24.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
24.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
24.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
23.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
23.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
23.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
23.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
23.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
23.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
23.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
23.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
23.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
23.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
23.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
23.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
23.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
22.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
22.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
22.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
22.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
22.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
22.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
22.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
22.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
22.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
22.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
22.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
21.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
21.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
21.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
21.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
21.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
21.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
21.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
21.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
21.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
21.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
21.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
21.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
21.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
20.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
20.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
20.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
20.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
20.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
20.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
20.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
20.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
20.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
20.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
20.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
20.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
20.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
20.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
20.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
20.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
20.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
19.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
19.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
19.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
19.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
19.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
19.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
19.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
19.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
19.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
19.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
19.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
19.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
19.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
19.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
18.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
18.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
18.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
18.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
18.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
18.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
18.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
18.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
18.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
18.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
18.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
18.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
18.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
18.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
18.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
18.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
18.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
18.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
18.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
18.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
18.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
17.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
17.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
17.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
17.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
17.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
17.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
17.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
17.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
17.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
17.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
17.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
17.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
17.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
17.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
17.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
17.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
17.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
16.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
16.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
16.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
16.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
16.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
16.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
16.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
16.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
16.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
16.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
16.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
16.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
16.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
16.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
16.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
16.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
16.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
16.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
16.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
15.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
15.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
15.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
15.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
15.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
15.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
15.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
15.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
15.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
15.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
15.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
15.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
15.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
15.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
15.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
15.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
15.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
15.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
15.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
15.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
15.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
15.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
15.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
14.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
14.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
14.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
14.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
14.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
14.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
14.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
14.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
14.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
14.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
14.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
14.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
14.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
14.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
14.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
14.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
14.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
14.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
14.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
14.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
13.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
13.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
13.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
13.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
13.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
13.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
13.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
13.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
13.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
13.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
13.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
13.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
13.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
13.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
13.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
13.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
13.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
13.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
13.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
13.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
13.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
13.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
12.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
12.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
12.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
12.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
12.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
12.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
12.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
12.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
12.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
12.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
12.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
12.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
12.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
12.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
12.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
12.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
12.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
12.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
12.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
12.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
12.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
12.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
12.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
12.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
11.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
11.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
11.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
11.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
11.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
11.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
11.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
11.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
11.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
11.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
11.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
11.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
11.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
11.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
11.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
11.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
11.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
11.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
11.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
11.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
11.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
11.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
11.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
11.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
10.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
10.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
10.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
10.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
10.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
10.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
10.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
10.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
10.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
10.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
10.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
10.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
10.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
10.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
10.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
10.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
10.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
10.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
10.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
10.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
10.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
10.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
10.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
10.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
10.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
10.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
9.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
9.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
9.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
9.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
9.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
9.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
9.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
9.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
9.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
9.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
9.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
9.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
9.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
9.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
9.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
9.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
9.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
9.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
9.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
9.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
9.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
9.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
9.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
9.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
8.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
8.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
8.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
8.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
8.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
8.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
8.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
8.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
8.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
8.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
8.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
8.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
8.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
8.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
8.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
8.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
8.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
8.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
8.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
8.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
8.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
8.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
7.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
7.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
7.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
7.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
7.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
7.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
7.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
7.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
7.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
7.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
7.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
7.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
7.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
7.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
7.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
7.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
7.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
6.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
6.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
6.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
6.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
6.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
6.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
6.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
6.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
6.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
6.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
6.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
6.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
6.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
6.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
6.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
6.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
6.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
6.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
5.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
5.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
5.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
5.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
5.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
5.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
5.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
5.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
5.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
5.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
5.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
5.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
5.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
5.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
5.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
5.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
5.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
5.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
5.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
5.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
5.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
5.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
4.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
4.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
4.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
4.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
4.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
4.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
4.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
4.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
4.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
4.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
4.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
4.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
4.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
4.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
4.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
4.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
4.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
3.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
3.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
3.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
3.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
3.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
3.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
3.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
3.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
3.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
3.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
3.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
3.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
2.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
2.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
2.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
2.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
2.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
2.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
2.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
2.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
2.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
2.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
2.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
2.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
1.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
1.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
1.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
1.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
0.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
0.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
0.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
0.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
0.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 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.
FAAH is validated prognostic, high expression is favorable 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
16.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
52.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
46.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
41.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
36.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
35.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
35.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
34.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
33.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
33.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
31.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
28.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
28.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
27.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
26.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
26.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
25.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
25.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
25.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
24.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
24.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
24.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
23.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
23.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
23.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
23.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
22.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
21.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
21.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
20.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
20.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
20.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
20.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
20.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
19.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
19.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
19.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
19.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
18.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
18.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
18.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
17.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
17.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
17.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
17.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
16.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
15.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
15.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
15.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
14.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
14.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
14.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
13.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
13.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
13.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
12.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
12.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
12.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
12.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
12.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
12.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
12.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
12.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
11.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
11.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
11.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
11.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
10.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
10.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
9.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
9.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
8.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
7.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
7.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
7.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
7.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
6.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
6.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
6.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
6.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
5.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
5.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
5.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
5.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
4.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
4.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
4.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
4.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
4.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
4.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
3.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
3.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
2.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
1.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
1.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 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.
FAAH is potential prognostic, high expression is favorable 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
17.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
52.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
46.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
46.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
45.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
43.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
41.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
40.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
38.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
38.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
38.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
37.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
37.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
37.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
37.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
37.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
36.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
36.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
36.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
36.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
36.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
35.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
35.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
35.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
34.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
34.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
33.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
33.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
33.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
32.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
32.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
32.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
31.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
31.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
31.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
31.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
31.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
31.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
30.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
30.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
30.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
30.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
30.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
30.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
30.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
30.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
29.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
29.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
29.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
29.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
29.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
29.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
28.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
28.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
28.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
28.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
28.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
28.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
27.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
26.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
26.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
26.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
26.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
26.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
25.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
25.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
25.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
25.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
25.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
24.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
24.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
24.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
24.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
24.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
24.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
23.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
23.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
23.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
23.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
23.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
23.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
23.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
23.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
23.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
22.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
22.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
22.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
22.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
22.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
22.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
22.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
22.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
22.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
22.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
22.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
21.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
21.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
21.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
21.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
21.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
21.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
21.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
21.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
21.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
21.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
21.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
21.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
21.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
21.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
20.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
20.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
20.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
20.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
20.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
20.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
20.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
20.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
20.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
19.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
19.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
19.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
19.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
19.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
19.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
18.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
18.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
18.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
18.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
18.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
18.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
18.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
18.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
18.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
18.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
18.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
17.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
17.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
17.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
17.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
17.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
17.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
17.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
17.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
17.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
17.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
17.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
17.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
16.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
16.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
16.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
16.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
16.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
16.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
16.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
16.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
15.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
15.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
15.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
15.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
15.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
15.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
15.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
15.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
15.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
14.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
14.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
14.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
14.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
14.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
13.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
13.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
13.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
13.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
13.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
13.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
13.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
13.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
12.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
12.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
12.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
12.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
12.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
12.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
12.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
11.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
11.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
11.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
11.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
11.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
11.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
11.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
11.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
11.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
10.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
10.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
10.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
10.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
10.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
10.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
9.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
9.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
9.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
9.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
9.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
9.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
9.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
9.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
9.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
9.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
9.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
8.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
8.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
8.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
8.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
8.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
8.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
8.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
8.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
8.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
8.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
8.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
8.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
8.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
8.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
8.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
8.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
8.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
7.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
7.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
7.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
7.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
7.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
7.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
7.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
6.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
6.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
6.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
6.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
6.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
6.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
6.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
6.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
5.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
5.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
5.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
5.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
5.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
5.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
5.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
5.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
5.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
4.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
4.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
4.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
3.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
3.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
3.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
3.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
2.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
2.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
2.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
2.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079270003
Tumor
1.3
CPT0025110003
Tumor
1.1
CPT0088780001
Normal
1.0
CPT0092310003
Normal
1.0
CPT0000790001
Normal
1.0
CPT0088920001
Normal
0.9
CPT0092800003
Normal
0.9
CPT0088640003
Normal
0.7
CPT0010170001
Normal
0.7
CPT0023360001
Normal
0.7
CPT0088710001
Normal
0.7
CPT0078830003
Tumor
0.6
CPT0088900003
Tumor
0.6
CPT0019130003
Tumor
0.6
CPT0001220008
Tumor
0.6
CPT0065450001
Normal
0.6
CPT0014450004
Tumor
0.6
CPT0006730001
Normal
0.6
CPT0079480003
Tumor
0.6
CPT0078840001
Normal
0.6
CPT0064370003
Tumor
0.6
CPT0086370003
Normal
0.6
CPT0082010001
Normal
0.5
CPT0079000001
Normal
0.5
CPT0025290003
Tumor
0.5
CPT0001230001
Normal
0.5
CPT0063320003
Tumor
0.5
CPT0014130001
Normal
0.4
CPT0087040003
Tumor
0.4
CPT0079430001
Normal
0.4
CPT0001350001
Normal
0.4
CPT0089040001
Normal
0.4
CPT0087050003
Normal
0.4
CPT0081620001
Normal
0.4
CPT0025920001
Normal
0.4
CPT0025350003
Tumor
0.4
CPT0086830003
Normal
0.3
CPT0020130001
Normal
0.3
CPT0000890001
Normal
0.3
CPT0078930003
Tumor
0.3
CPT0086970003
Normal
0.3
CPT0007320003
Tumor
0.3
CPT0086890003
Normal
0.3
CPT0025170003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0092160003
Tumor
0.3
CPT0065820001
Normal
0.3
CPT0065810003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0025610001
Normal
0.3
CPT0078990003
Tumor
0.3
CPT0089020003
Tumor
0.3
CPT0089480003
Normal
0.3
CPT0092740003
Normal
0.2
CPT0063330001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0012290003
Normal
0.2
CPT0023710001
Normal
0.2
CPT0012770003
Normal
0.2
CPT0069010001
Normal
0.2
CPT0078670001
Normal
0.2
CPT0065750003
Tumor
0.2
CPT0077500001
Normal
0.2
CPT0079380003
Tumor
0.2
CPT0077140001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0077310003
Tumor
0.2
CPT0007870001
Normal
0.2
CPT0064400001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0023690003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0006950001
Normal
0.1
CPT0088690003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0002270011
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0014350001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0084590001
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0010160003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0020120003
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0014160003
Tumor
-0.1
CPT0025060001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0075170001
Normal
-0.2
CPT0081990003
Tumor
-0.2
CPT0079510001
Normal
-0.2
CPT0001270001
Normal
-0.2
CPT0065930003
Tumor
-0.2
CPT0009020003
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0079300001
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0086870003
Tumor
-0.2
CPT0001540009
Tumor
-0.2
CPT0001260009
Tumor
-0.3
CPT0000660001
Normal
-0.3
CPT0092730003
Tumor
-0.3
CPT0012570003
Normal
-0.3
CPT0078530001
Normal
-0.3
CPT0076350001
Normal
-0.3
CPT0006530001
Normal
-0.3
CPT0088760003
Tumor
-0.3
CPT0078800003
Tumor
-0.3
CPT0010120001
Normal
-0.3
CPT0092290003
Tumor
-0.3
CPT0088630003
Tumor
-0.3
CPT0014470001
Normal
-0.3
CPT0001510001
Normal
-0.4
CPT0025230003
Tumor
-0.4
CPT0012090003
Normal
-0.4
CPT0001190001
Normal
-0.4
CPT0010110003
Tumor
-0.4
CPT0086820003
Tumor
-0.4
CPT0075560003
Tumor
-0.4
CPT0066480003
Tumor
-0.4
CPT0006440003
Tumor
-0.4
CPT0086030003
Tumor
-0.5
CPT0025050003
Tumor
-0.5
CPT0025880003
Tumor
-0.5
CPT0071150004
Tumor
-0.5
CPT0066520001
Normal
-0.5
CPT0024670003
Tumor
-0.5
CPT0019990003
Tumor
-0.5
CPT0000780007
Tumor
-0.5
CPT0079410003
Tumor
-0.5
CPT0078510003
Tumor
-0.6
CPT0075130003
Tumor
-0.6
CPT0086950003
Tumor
-0.6
CPT0014370004
Tumor
-0.6
CPT0077490003
Tumor
-0.6
CPT0000640003
Tumor
-0.6
CPT0077110003
Tumor
-0.6
CPT0066470004
Tumor
-0.6
CPT0007860003
Tumor
-0.7
CPT0065690003
Tumor
-0.7
CPT0012370003
Tumor
-0.7
CPT0085670003
Tumor
-0.7
CPT0092190003
Normal
-0.7
CPT0009000003
Tumor
-0.7
CPT0012920003
Normal
-0.7
CPT0012670003
Tumor
-0.7
CPT0077320001
Normal
-0.7
CPT0001340003
Tumor
-0.7
CPT0009080003
Normal
-0.8
CPT0075720003
Tumor
-0.8
CPT0009060003
Tumor
-0.8
CPT0088970003
Tumor
-0.8
CPT0011410003
Tumor
-0.8
CPT0081600003
Tumor
-0.8
CPT0018250001
Normal
-0.8
CPT0063630003
Tumor
-0.9
CPT0001180009
Tumor
-0.9
CPT0084560003
Tumor
-0.9
CPT0023350003
Tumor
-0.9
CPT0024680001
Normal
-0.9
CPT0026410003
Tumor
-0.9
CPT0076330003
Tumor
-1.0
CPT0011240003
Tumor
-1.0
CPT0078660003
Tumor
-1.1
CPT0012080003
Tumor
-1.1
CPT0088480003
Tumor
-1.1
CPT0012550003
Tumor
-1.2
CPT0081880003
Tumor
-1.2
CPT0088550004
Tumor
-1.3
CPT0012180003
Tumor
-1.3
CPT0017850003
Tumor
-1.4
CPT0079180003
Tumor
-1.4
CPT0012900004
Tumor
-1.4
CPT0021240003
Tumor
-1.8
CPT0017410003
Tumor
-2.1
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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.