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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.
RAB36 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
6.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
16.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
14.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
14.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
12.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
12.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
11.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
10.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
10.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
9.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
9.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
9.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
9.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
8.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
8.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
8.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
8.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
8.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
7.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
7.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
7.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
7.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
7.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
7.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
6.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
6.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
6.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
6.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
5.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
5.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
5.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
5.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
5.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
4.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
4.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
4.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
4.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
4.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
4.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
4.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
3.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
3.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
3.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
3.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
3.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
3.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
3.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
3.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
3.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
3.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
2.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
2.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
1.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RAB36 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
32.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
27.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
24.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
24.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
23.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
23.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
22.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
22.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
22.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
21.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
20.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
20.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
20.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
20.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
20.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
19.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
19.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
19.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
19.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
19.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
19.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
19.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
19.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
18.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
18.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
18.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
18.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
18.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
18.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
18.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
18.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
18.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
18.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
18.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
18.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
18.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
17.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
17.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
17.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
17.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
17.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
17.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
17.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
17.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
17.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
16.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
16.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
16.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
16.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
16.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
16.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
16.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
16.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
16.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
16.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
16.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
16.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
16.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
15.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
15.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
15.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
15.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
15.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
15.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
15.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
15.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
15.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
15.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
15.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
15.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
15.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
15.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
14.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
14.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
14.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
14.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
14.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
14.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
14.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
14.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
14.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
14.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
14.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
14.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
14.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
14.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
14.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
14.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
14.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
14.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
14.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
14.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
14.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
14.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
14.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
13.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
13.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
13.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
13.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
13.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
13.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
13.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
13.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
13.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
13.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
13.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
13.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
13.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
13.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
13.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
13.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
13.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
13.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
13.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
13.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
13.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
13.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
13.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
13.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
12.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
12.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
12.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
12.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
12.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
12.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
12.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
12.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
12.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
12.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
12.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
12.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
12.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
12.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
12.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
12.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
12.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
12.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
12.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
12.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
12.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
12.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
12.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
12.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
12.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
12.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
12.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
12.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
12.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
12.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
12.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
12.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
12.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
12.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
12.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
12.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
12.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
12.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
12.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
12.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
11.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
11.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
11.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
11.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
11.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
11.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
11.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
11.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
11.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
11.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
11.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
11.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
11.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
11.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
11.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
11.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
11.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
11.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
11.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
11.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
11.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
11.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
11.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
11.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
11.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
11.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
11.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
11.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
11.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
11.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
11.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
11.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
11.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
11.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
11.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
11.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
11.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
11.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
11.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
11.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
11.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
11.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
10.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
10.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
10.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
10.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
10.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
10.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
10.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
10.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
10.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
10.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
10.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
10.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
10.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
10.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
10.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
10.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
10.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
10.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
10.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
10.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
10.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
10.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
10.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
10.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
10.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
10.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
10.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
10.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
10.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
10.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
10.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
10.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
10.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
10.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
10.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
10.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
10.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
10.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
10.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
10.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
10.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
10.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
10.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
10.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
10.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
10.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
9.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
9.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
9.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
9.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
9.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
9.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
9.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
9.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
9.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
9.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
9.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
9.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
9.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
9.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
9.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
9.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
9.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
9.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
9.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
9.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
9.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
9.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
9.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
9.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
9.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
9.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
9.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
9.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
9.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
9.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
9.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
9.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
9.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
9.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
9.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
9.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
9.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
9.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
9.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
9.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
9.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
9.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
8.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
8.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
8.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
8.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
8.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
8.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
8.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
8.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
8.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
8.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
8.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
8.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
8.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
8.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
8.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
8.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
8.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
8.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
8.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
8.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
8.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
8.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
8.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
8.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
8.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
8.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
8.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
8.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
8.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
8.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
8.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
8.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
8.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
8.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
8.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
8.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
8.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
8.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
8.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
8.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
8.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
8.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
7.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
7.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
7.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
7.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
7.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
7.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
7.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
7.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
7.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
7.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
7.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
7.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
7.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
7.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
7.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
7.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
7.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
7.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
7.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
7.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
7.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
7.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
7.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
7.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
7.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
7.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
7.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
7.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
7.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
7.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
7.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
7.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
7.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
7.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
7.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
7.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
7.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
6.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
6.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
6.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
6.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
6.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
6.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
6.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
6.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
6.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
6.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
6.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
6.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
6.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
6.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
6.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
6.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
6.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
6.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
6.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
6.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
6.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
6.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
6.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
6.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
6.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
6.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
6.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
6.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
6.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
6.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
5.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
5.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
5.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
5.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
5.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
5.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
5.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
5.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
5.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
5.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
5.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
5.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
5.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
5.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
5.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
5.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
5.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
5.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
5.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
5.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
5.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
5.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
5.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
5.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
5.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
5.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
5.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
5.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
5.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
5.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
5.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
5.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
5.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
4.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
4.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
4.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
4.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
4.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
4.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
4.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
4.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
4.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
4.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
4.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
4.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
4.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
4.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
4.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
4.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
4.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
4.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
4.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
4.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
4.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
3.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
3.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
3.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
3.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
3.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
3.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
3.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
3.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
3.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
3.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
3.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
3.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
3.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
3.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
3.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
3.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
3.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
3.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
2.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
2.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
2.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
2.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
2.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
2.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
2.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
1.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
1.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
1.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
1.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
0.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 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.
RAB36 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
25.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
20.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
19.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
18.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
18.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
18.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
17.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
17.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
17.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
17.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
17.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
17.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
17.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
16.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
16.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
15.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
15.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
15.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
15.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
15.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
14.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
14.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
14.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
14.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
14.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
14.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
13.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
13.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
13.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
12.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
12.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
12.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
12.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
12.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
12.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
12.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
12.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
12.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
11.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
11.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
11.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
11.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
11.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
11.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
10.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
10.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
10.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
10.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
10.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
10.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
10.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
10.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
10.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
9.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
9.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
9.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
9.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
9.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
9.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
9.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
9.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
9.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
8.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
8.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
8.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
8.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
8.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
8.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
8.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
8.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
8.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
7.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
7.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
7.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
7.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
7.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
7.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
7.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
7.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
7.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
6.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
6.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
6.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
6.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
6.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
5.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
5.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
5.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
5.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
4.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
3.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
3.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
RAB36 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
18.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
53.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
53.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
50.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
49.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
49.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
47.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
47.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
46.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
45.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
44.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
42.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
41.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
41.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
41.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
41.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
41.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
41.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
40.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
40.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
40.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
38.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
38.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
38.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
37.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
37.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
37.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
36.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
36.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
36.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
36.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
35.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
34.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
34.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
34.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
34.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
32.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
32.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
32.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
31.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
31.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
31.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
30.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
30.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
30.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
30.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
29.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
29.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
28.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
28.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
28.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
28.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
27.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
27.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
27.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
27.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
26.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
26.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
26.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
26.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
26.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
26.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
26.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
26.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
25.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
25.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
25.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
25.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
25.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
25.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
25.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
25.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
24.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
24.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
24.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
24.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
24.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
23.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
23.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
23.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
23.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
23.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
23.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
23.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
22.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
22.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
22.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
22.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
22.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
22.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
22.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
22.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
22.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
22.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
21.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
21.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
21.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
21.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
21.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
21.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
21.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
20.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
20.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
20.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
20.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
20.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
20.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
20.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
20.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
20.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
20.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
19.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
19.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
19.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
19.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
18.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
18.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
18.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
18.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
18.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
18.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
18.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
18.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
18.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
18.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
18.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
17.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
17.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
17.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
17.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
17.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
17.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
17.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
17.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
16.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
16.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
16.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
16.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
16.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
16.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
16.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
16.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
16.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
16.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
15.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
15.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
15.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
15.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
15.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
15.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
15.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
15.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
15.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
15.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
15.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
14.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
14.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
14.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
14.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
14.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
14.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
14.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
14.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
14.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
14.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
13.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
13.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
13.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
13.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
13.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
13.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
13.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
13.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
13.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
13.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
13.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
13.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
13.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
13.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
13.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
13.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
12.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
12.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
12.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
12.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
12.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
12.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
11.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
11.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
11.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
11.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
11.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
11.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
11.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
11.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
11.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
11.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
11.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
11.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
11.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
10.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
10.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
10.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
10.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
10.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
10.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
10.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
10.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
10.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
10.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
10.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
10.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
10.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
9.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
9.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
9.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
9.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
9.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
9.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
9.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
9.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
9.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
9.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
9.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
9.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
8.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
8.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
8.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
8.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
8.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
8.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
8.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
8.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
8.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
8.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
8.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
8.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
8.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
8.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
8.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
8.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
8.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
7.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
7.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
7.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
7.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
7.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
7.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
7.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
6.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
6.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
6.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
6.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
6.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
6.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
6.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
6.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
6.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
6.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
6.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
5.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
5.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
5.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
5.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
5.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
5.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
4.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
4.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
4.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
4.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
4.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
2.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
2.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
1.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078800003
Tumor
1.3
CPT0064370003
Tumor
0.7
CPT0076330003
Tumor
0.7
CPT0011410003
Tumor
0.7
CPT0001500009
Tumor
0.7
CPT0015730003
Tumor
0.6
CPT0078830003
Tumor
0.6
CPT0065450001
Normal
0.5
CPT0086360003
Tumor
0.5
CPT0007860003
Tumor
0.5
CPT0000790001
Normal
0.4
CPT0065810003
Tumor
0.4
CPT0023710001
Normal
0.4
CPT0092160003
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0010170001
Normal
0.4
CPT0025110003
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0092800003
Normal
0.3
CPT0001190001
Normal
0.3
CPT0010160003
Tumor
0.3
CPT0077140001
Normal
0.2
CPT0087040003
Tumor
0.2
CPT0086890003
Normal
0.2
CPT0001540009
Tumor
0.2
CPT0088920001
Normal
0.2
CPT0014450004
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0064400001
Normal
0.2
CPT0023690003
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0082010001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0001510001
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0066520001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0078840001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0002270011
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0001180009
Tumor
0.0
CPT0017850003
Tumor
-0.1
CPT0012080003
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0065430003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0088550004
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0065690003
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0077490003
Tumor
-0.1
CPT0019130003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0015910003
Tumor
-0.2
CPT0079000001
Normal
-0.2
CPT0012290003
Normal
-0.2
CPT0088900003
Tumor
-0.2
CPT0023350003
Tumor
-0.2
CPT0075570001
Normal
-0.3
CPT0085670003
Tumor
-0.3
CPT0025350003
Tumor
-0.3
CPT0000870016
Tumor
-0.3
CPT0012640003
Normal
-0.3
CPT0001260009
Tumor
-0.3
CPT0007870001
Normal
-0.3
CPT0079410003
Tumor
-0.3
CPT0001270001
Normal
-0.4
CPT0086950003
Tumor
-0.4
CPT0086870003
Tumor
-0.4
CPT0012090003
Normal
-0.4
CPT0092190003
Normal
-0.4
CPT0065930003
Tumor
-0.5
CPT0079300001
Normal
-0.5
CPT0063320003
Tumor
-0.5
CPT0086030003
Tumor
-0.5
CPT0081990003
Tumor
-0.5
CPT0075560003
Tumor
-0.5
CPT0023360001
Normal
-0.5
CPT0012180003
Tumor
-0.6
CPT0078990003
Tumor
-0.6
CPT0014370004
Tumor
-0.6
CPT0075720003
Tumor
-0.6
CPT0077320001
Normal
-0.6
CPT0079430001
Normal
-0.6
CPT0000780007
Tumor
-0.7
CPT0066480003
Tumor
-1.2
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0006730001
Normal
N/A
CPT0024670003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0010110003
Tumor
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0001340003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0024680001
Normal
N/A
CPT0009020003
Normal
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0081600003
Tumor
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0006630003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0017410003
Tumor
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0006900003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0017450001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0012370003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0010120001
Normal
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0013790003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
