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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.
RANBP10 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
12.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
33.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
31.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
31.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
28.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
27.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
20.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
20.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
18.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
18.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
18.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
18.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
18.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
17.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
17.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
16.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
16.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
15.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
15.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
14.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
13.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
13.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
13.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
13.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
12.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
12.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
12.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
12.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
11.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
11.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
11.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
11.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
11.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
10.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
10.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
10.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
9.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
9.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
9.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
9.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
9.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
9.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
8.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
8.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
8.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
8.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
8.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
8.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
8.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
7.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
7.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
7.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
6.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
6.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
6.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
6.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
6.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
5.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
5.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 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.
RANBP10 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
7.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
28.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
17.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
16.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
16.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
15.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
15.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
14.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
14.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
14.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
14.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
14.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
14.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
14.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
14.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
13.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
13.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
13.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
13.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
13.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
12.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
12.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
12.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
12.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
12.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
12.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
12.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
12.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
12.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
12.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
12.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
12.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
12.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
12.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
12.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
12.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
11.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
11.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
11.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
11.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
11.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
11.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
11.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
11.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
11.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
11.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
11.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
11.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
11.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
11.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
11.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
11.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
11.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
11.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
11.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
11.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
11.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
11.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
11.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
11.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
11.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
11.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
11.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
11.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
10.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
10.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
10.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
10.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
10.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
10.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
10.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
10.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
10.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
10.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
10.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
10.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
10.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
10.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
10.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
10.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
10.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
10.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
10.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
10.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
10.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
10.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
10.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
10.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
10.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
10.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
10.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
10.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
10.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
10.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
10.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
10.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
10.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
10.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
10.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
10.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
10.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
10.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
10.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
10.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
10.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
10.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
10.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
10.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
10.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
10.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
10.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
10.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
10.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
10.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
10.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
10.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
10.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
10.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
9.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
9.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
9.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
9.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
9.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
9.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
9.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
9.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
9.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
9.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
9.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
9.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
9.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
9.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
9.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
9.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
9.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
9.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
9.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
9.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
9.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
9.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
9.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
9.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
9.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
9.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
9.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
9.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
9.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
9.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
9.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
9.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
9.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
9.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
9.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
9.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
9.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
9.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
9.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
9.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
9.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
9.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
9.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
9.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
9.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
9.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
9.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
9.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
9.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
8.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
8.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
8.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
8.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
8.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
8.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
8.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
8.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
8.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
8.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
8.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
8.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
8.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
8.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
8.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
8.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
8.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
8.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
8.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
8.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
8.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
8.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
8.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
8.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
8.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
8.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
8.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
8.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
8.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
8.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
8.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
8.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
8.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
8.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
8.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
8.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
8.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
8.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
8.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
8.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
8.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
8.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
8.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
8.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
8.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
8.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
8.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
8.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
8.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
8.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
8.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
8.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
8.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
8.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
8.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
8.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
8.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
8.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
8.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
8.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
8.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
8.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
8.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
8.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
8.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
8.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
8.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
8.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
8.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
8.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
8.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
8.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
8.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
8.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
8.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
8.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
8.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
8.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
8.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
7.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
7.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
7.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
7.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
7.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
7.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
7.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
7.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
7.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
7.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
7.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
7.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
7.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
7.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
7.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
7.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
7.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
7.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
7.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
7.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
7.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
7.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
7.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
7.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
7.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
7.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
7.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
7.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
7.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
7.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
7.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
7.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
7.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
7.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
7.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
7.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
7.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
7.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
7.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
7.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
7.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
7.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
7.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
7.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
7.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
7.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
7.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
7.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
7.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
7.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
7.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
7.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
7.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
7.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
7.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
7.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
6.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
6.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
6.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
6.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
6.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
6.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
6.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
6.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
6.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
6.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
6.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
6.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
6.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
6.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
6.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
6.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
6.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
6.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
6.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
6.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
6.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
6.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
6.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
6.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
6.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
6.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
6.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
6.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
6.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
6.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
6.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
6.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
6.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
6.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
6.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
6.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
6.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
6.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
6.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
6.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
6.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
6.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
6.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
6.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
6.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
6.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
6.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
6.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
6.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
6.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
6.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
6.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
6.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
6.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
6.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
6.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
6.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
6.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
6.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
6.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
6.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
6.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
6.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
6.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
6.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
6.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
6.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
6.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
6.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
6.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
6.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
6.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
6.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
6.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
6.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
5.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
5.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
5.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
5.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
5.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
5.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
5.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
5.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
5.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
5.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
5.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
5.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
5.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
5.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
5.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
5.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
5.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
5.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
5.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
5.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
5.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
5.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
5.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
5.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
5.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
5.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
5.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
5.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
5.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
5.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
5.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
5.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
5.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
5.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
5.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
5.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
5.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
5.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
5.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
5.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
5.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
5.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
5.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
5.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
5.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
5.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
5.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
5.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
5.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
4.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
4.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
4.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
4.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
4.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
4.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
4.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
4.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
4.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
4.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
4.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
4.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
4.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
4.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
4.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
4.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
4.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
4.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
4.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
4.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
4.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
4.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
4.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
4.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
4.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
4.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
4.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
4.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
4.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
4.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
4.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
4.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
4.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
4.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
4.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
4.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
4.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
4.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
4.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
4.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
4.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
3.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
3.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
3.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
3.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
3.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
3.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
3.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
3.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
3.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
3.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
3.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
3.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
3.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
3.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
3.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
3.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
3.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
3.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
2.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
2.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
2.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
2.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
2.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
2.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
2.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
1.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RANBP10 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
9.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
21.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
14.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
13.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
13.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
13.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
13.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
13.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
13.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
13.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
12.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
12.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
12.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
12.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
12.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
12.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
12.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
11.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
11.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
11.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
11.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
11.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
11.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
11.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
11.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
11.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
10.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
10.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
10.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
10.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
10.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
10.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
10.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
10.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
10.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
9.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
9.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
9.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
9.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
9.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
9.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
9.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
9.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
9.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
9.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
9.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
9.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
9.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
9.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
9.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
9.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
9.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
9.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
9.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
8.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
8.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
8.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
8.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
8.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
8.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
8.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
8.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
8.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
8.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
8.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
8.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
8.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
7.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
7.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
7.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
7.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
7.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
7.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
7.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
7.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
7.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
7.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
7.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
7.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
7.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
7.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
7.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
7.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
7.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
7.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
7.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
6.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
6.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
6.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
6.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
6.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
6.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
5.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
5.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
5.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
5.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
5.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
5.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
4.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RANBP10 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
38.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
38.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
36.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
33.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
30.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
29.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
28.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
26.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
26.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
25.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
25.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
25.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
24.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
23.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
22.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
22.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
21.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
21.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
20.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
20.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
20.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
19.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
19.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
19.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
19.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
18.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
18.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
18.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
17.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
17.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
17.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
17.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
16.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
16.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
16.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
16.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
16.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
15.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
15.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
15.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
15.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
15.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
15.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
15.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
14.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
14.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
14.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
14.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
14.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
14.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
14.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
14.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
13.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
13.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
13.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
13.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
13.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
13.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
13.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
13.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
13.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
13.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
13.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
13.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
13.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
13.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
13.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
13.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
13.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
13.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
12.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
12.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
12.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
12.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
12.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
12.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
12.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
12.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
12.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
12.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
12.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
11.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
11.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
11.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
11.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
11.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
11.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
11.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
11.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
11.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
11.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
11.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
11.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
11.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
11.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
11.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
11.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
11.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
11.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
11.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
11.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
11.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
10.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
10.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
10.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
10.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
10.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
10.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
10.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
10.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
10.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
10.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
10.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
10.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
10.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
10.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
10.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
10.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
10.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
10.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
10.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
10.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
10.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
10.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
10.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
10.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
10.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
10.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
10.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
9.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
9.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
9.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
9.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
9.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
9.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
9.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
9.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
9.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
9.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
9.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
9.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
9.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
9.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
9.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
9.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
9.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
9.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
9.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
9.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
9.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
9.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
9.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
9.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
8.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
8.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
8.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
8.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
8.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
8.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
8.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
8.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
8.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
8.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
8.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
8.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
8.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
8.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
8.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
8.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
8.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
8.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
8.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
8.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
8.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
8.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
8.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
8.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
8.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
8.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
7.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
7.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
7.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
7.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
7.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
7.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
7.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
7.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
7.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
7.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
7.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
7.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
7.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
7.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
7.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
7.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
7.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
6.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
6.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
6.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
6.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
6.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
6.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
6.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
6.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
6.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
6.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
6.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
6.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
6.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
6.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
6.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
6.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
6.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
6.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
6.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
6.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
6.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
6.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
6.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
6.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
6.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
6.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
5.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
5.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
5.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
5.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
5.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
5.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
5.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
5.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
5.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
5.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
5.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
5.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
5.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
5.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
5.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
5.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
5.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
5.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
5.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
5.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
4.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
4.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
4.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
4.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
4.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
4.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
4.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
4.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
4.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
4.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
4.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
4.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
4.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
3.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
3.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
3.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
3.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
3.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
3.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
3.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
3.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
3.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078800003
Tumor
0.8
CPT0079180003
Tumor
0.8
CPT0002270011
Tumor
0.7
CPT0011410003
Tumor
0.6
CPT0017410003
Tumor
0.6
CPT0088970003
Tumor
0.6
CPT0001340003
Tumor
0.5
CPT0012900004
Tumor
0.4
CPT0086820003
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0063320003
Tumor
0.4
CPT0086950003
Tumor
0.4
CPT0025580004
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0065810003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0078660003
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0088550004
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0065450001
Normal
0.2
CPT0006440003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0009080003
Normal
0.2
CPT0079270003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0006630003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0069000003
Tumor
0.1
CPT0078990003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0012640003
Normal
0.1
CPT0078830003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0012570003
Normal
0.1
CPT0086830003
Normal
0.0
CPT0076330003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0071150004
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0084590001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0086370003
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0000640003
Tumor
0.0
CPT0076350001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0079000001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0007470001
Normal
-0.1
CPT0078930003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0092160003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0081620001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0014160003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0079410003
Tumor
-0.1
CPT0086890003
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0089460004
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0026420001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0021240003
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0077500001
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0065750003
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0088780001
Normal
-0.3
CPT0066470004
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0086030003
Tumor
-0.3
CPT0012180003
Tumor
-0.3
CPT0023690003
Tumor
-0.3
CPT0015730003
Tumor
-0.3
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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
