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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.
OSBPL10 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
8.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
34.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
33.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
32.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
22.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
22.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
19.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
19.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
16.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
16.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
16.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
15.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
13.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
13.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
13.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
13.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
13.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
11.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
10.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
10.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
10.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
9.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
9.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
8.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
8.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
8.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
8.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
7.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
7.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
6.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
5.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
5.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
5.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
5.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
4.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
4.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
4.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
4.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
3.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
3.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
3.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
2.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
2.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
2.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
2.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
2.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
2.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
2.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
2.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 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.
OSBPL10 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
12.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
172.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
34.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
33.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
32.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
28.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
28.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
27.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
26.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
26.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
26.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
25.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
25.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
25.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
25.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
25.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
25.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
25.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
25.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
25.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
25.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
25.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
24.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
24.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
24.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
24.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
24.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
24.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
23.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
23.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
23.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
23.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
22.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
22.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
22.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
22.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
22.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
21.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
21.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
21.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
21.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
20.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
20.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
20.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
20.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
20.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
20.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
20.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
20.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
20.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
20.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
19.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
19.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
19.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
19.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
19.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
19.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
19.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
19.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
19.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
19.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
19.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
19.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
19.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
19.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
19.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
18.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
18.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
18.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
18.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
18.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
18.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
18.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
18.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
18.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
18.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
17.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
17.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
17.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
17.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
17.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
17.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
17.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
17.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
17.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
17.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
17.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
17.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
17.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
17.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
17.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
17.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
17.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
17.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
17.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
16.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
16.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
16.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
16.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
16.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
16.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
16.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
16.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
16.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
16.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
16.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
16.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
16.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
16.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
16.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
16.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
16.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
16.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
15.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
15.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
15.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
15.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
15.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
15.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
15.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
15.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
15.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
15.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
15.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
15.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
15.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
15.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
15.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
15.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
15.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
15.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
15.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
15.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
15.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
15.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
15.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
15.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
15.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
15.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
15.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
15.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
15.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
15.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
15.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
14.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
14.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
14.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
14.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
14.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
14.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
14.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
14.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
14.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
14.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
14.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
14.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
14.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
14.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
14.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
14.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
14.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
14.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
14.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
14.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
14.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
14.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
14.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
14.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
14.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
13.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
13.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
13.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
13.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
13.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
13.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
13.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
13.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
13.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
13.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
13.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
13.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
13.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
13.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
13.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
13.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
13.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
13.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
13.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
13.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
13.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
13.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
13.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
13.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
13.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
13.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
13.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
13.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
13.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
13.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
13.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
13.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
13.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
13.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
13.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
13.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
13.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
13.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
13.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
13.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
13.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
13.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
13.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
13.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
12.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
12.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
12.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
12.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
12.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
12.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
12.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
12.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
12.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
12.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
12.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
12.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
12.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
12.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
12.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
12.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
12.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
12.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
12.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
12.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
12.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
12.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
12.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
12.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
12.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
12.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
12.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
12.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
12.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
12.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
12.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
12.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
11.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
11.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
11.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
11.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
11.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
11.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
11.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
11.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
11.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
11.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
11.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
11.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
11.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
11.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
11.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
11.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
11.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
11.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
11.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
11.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
11.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
11.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
11.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
11.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
11.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
11.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
11.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
11.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
11.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
11.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
11.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
11.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
11.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
11.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
11.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
11.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
11.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
11.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
10.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
10.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
10.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
10.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
10.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
10.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
10.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
10.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
10.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
10.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
10.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
10.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
10.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
10.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
10.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
10.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
10.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
10.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
10.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
10.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
10.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
10.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
10.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
10.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
10.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
10.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
10.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
10.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
10.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
10.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
10.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
10.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
10.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
10.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
10.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
10.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
10.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
9.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
9.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
9.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
9.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
9.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
9.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
9.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
9.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
9.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
9.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
9.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
9.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
9.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
9.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
9.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
9.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
9.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
9.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
9.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
9.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
9.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
9.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
9.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
9.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
9.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
9.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
9.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
9.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
9.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
9.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
9.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
9.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
9.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
9.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
9.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
8.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
8.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
8.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
8.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
8.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
8.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
8.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
8.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
8.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
8.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
8.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
8.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
8.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
8.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
8.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
8.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
8.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
8.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
8.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
8.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
8.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
8.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
8.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
8.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
8.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
8.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
8.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
8.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
8.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
8.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
8.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
8.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
8.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
8.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
8.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
8.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
8.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
8.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
8.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
8.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
8.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
8.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
8.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
7.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
7.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
7.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
7.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
7.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
7.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
7.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
7.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
7.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
7.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
7.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
7.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
7.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
7.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
7.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
7.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
7.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
7.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
7.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
7.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
7.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
6.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
6.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
6.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
6.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
6.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
6.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
6.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
6.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
6.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
6.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
6.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
6.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
6.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
6.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
6.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
6.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
6.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
6.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
6.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
6.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
6.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
6.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
6.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
5.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
5.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
5.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
5.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
5.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
5.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
5.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
5.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
5.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
5.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
5.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
5.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
5.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
5.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
5.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
5.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
5.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
5.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
5.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
5.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
5.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
5.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
4.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
4.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
4.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
4.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
4.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
4.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
4.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
4.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
4.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
4.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
4.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
3.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
3.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
3.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
3.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
3.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
3.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
3.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
3.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
3.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
2.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
2.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
1.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
1.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
1.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
OSBPL10 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
15.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
45.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
35.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
29.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
29.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
27.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
27.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
26.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
26.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
25.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
23.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
23.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
23.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
22.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
21.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
20.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
20.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
20.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
20.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
19.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
18.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
18.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
18.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
18.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
18.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
17.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
17.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
17.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
17.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
17.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
17.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
16.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
16.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
16.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
15.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
15.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
15.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
15.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
15.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
15.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
15.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
15.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
15.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
14.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
14.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
14.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
14.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
14.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
14.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
13.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
13.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
13.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
12.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
12.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
12.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
12.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
12.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
12.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
11.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
11.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
11.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
11.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
11.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
10.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
10.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
10.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
10.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
10.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
10.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
9.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
9.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
9.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
9.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
9.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
9.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
9.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
9.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
9.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
9.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
8.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
8.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
8.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
8.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
8.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
8.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
8.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
7.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
6.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
6.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
6.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
6.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
6.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
OSBPL10 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
26.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
161.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
118.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
113.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
103.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
93.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
91.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
87.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
80.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
73.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
69.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
67.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
65.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
63.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
61.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
59.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
59.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
58.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
56.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
55.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
54.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
54.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
54.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
53.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
52.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
51.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
51.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
50.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
50.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
50.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
49.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
48.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
48.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
48.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
47.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
46.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
46.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
45.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
45.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
45.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
45.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
44.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
44.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
43.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
42.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
42.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
41.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
40.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
40.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
40.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
39.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
39.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
39.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
38.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
38.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
38.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
38.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
37.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
37.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
37.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
37.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
37.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
36.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
36.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
36.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
36.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
35.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
35.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
34.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
34.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
34.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
33.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
33.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
33.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
33.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
33.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
33.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
33.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
32.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
32.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
32.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
32.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
32.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
32.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
31.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
31.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
30.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
30.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
30.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
30.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
29.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
29.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
29.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
29.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
29.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
28.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
28.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
28.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
28.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
27.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
27.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
27.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
27.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
26.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
26.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
26.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
26.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
26.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
26.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
25.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
25.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
24.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
24.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
24.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
24.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
24.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
24.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
23.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
23.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
23.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
23.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
23.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
23.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
23.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
23.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
23.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
23.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
23.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
23.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
22.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
22.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
22.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
22.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
22.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
22.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
21.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
21.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
21.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
21.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
21.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
21.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
21.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
21.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
21.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
20.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
20.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
20.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
20.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
20.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
19.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
19.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
19.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
19.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
19.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
19.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
19.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
18.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
18.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
18.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
18.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
18.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
18.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
18.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
18.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
18.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
18.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
18.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
18.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
18.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
18.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
18.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
17.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
17.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
17.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
17.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
17.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
17.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
17.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
17.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
17.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
17.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
17.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
17.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
17.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
16.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
16.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
16.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
16.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
16.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
15.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
15.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
15.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
15.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
14.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
14.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
14.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
14.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
14.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
14.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
14.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
14.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
14.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
14.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
14.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
14.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
14.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
14.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
14.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
13.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
13.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
13.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
13.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
12.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
12.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
12.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
12.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
12.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
12.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
11.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
11.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
11.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
11.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
11.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
11.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
11.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
11.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
10.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
10.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
10.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
9.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
9.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
9.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
9.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
9.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
9.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
9.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
9.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
8.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
7.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
7.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
7.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
7.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
7.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
6.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
6.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
6.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
6.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
6.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
6.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
6.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
6.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
6.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
5.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
5.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
5.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
5.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
5.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
5.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
5.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
5.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
4.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
4.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
4.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
4.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
4.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
4.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
4.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
3.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
3.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
3.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
3.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078800003
Tumor
0.8
CPT0001180009
Tumor
0.7
CPT0012550003
Tumor
0.6
CPT0088480003
Tumor
0.5
CPT0075130003
Tumor
0.5
CPT0023350003
Tumor
0.5
CPT0007320003
Tumor
0.5
CPT0000660001
Normal
0.5
CPT0066430001
Normal
0.4
CPT0063640001
Normal
0.4
CPT0001190001
Normal
0.4
CPT0000890001
Normal
0.4
CPT0086970003
Normal
0.4
CPT0075570001
Normal
0.4
CPT0000790001
Normal
0.4
CPT0089040001
Normal
0.3
CPT0076350001
Normal
0.3
CPT0017450001
Normal
0.3
CPT0065450001
Normal
0.3
CPT0065820001
Normal
0.3
CPT0084590001
Normal
0.3
CPT0092310003
Normal
0.3
CPT0092740003
Normal
0.3
CPT0092800003
Normal
0.3
CPT0075170001
Normal
0.3
CPT0014130001
Normal
0.3
CPT0011410003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0006530001
Normal
0.3
CPT0088710001
Normal
0.3
CPT0014350001
Normal
0.3
CPT0001220008
Tumor
0.3
CPT0001350001
Normal
0.3
CPT0088920001
Normal
0.3
CPT0025060001
Normal
0.3
CPT0079430001
Normal
0.3
CPT0012090003
Normal
0.3
CPT0007470001
Normal
0.3
CPT0018250001
Normal
0.2
CPT0012280003
Tumor
0.2
CPT0078840001
Normal
0.2
CPT0064400001
Normal
0.2
CPT0001270001
Normal
0.2
CPT0023360001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0088500001
Normal
0.2
CPT0079230003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0081620001
Normal
0.2
CPT0025230003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0086890003
Normal
0.2
CPT0077320001
Normal
0.2
CPT0088780001
Normal
0.2
CPT0023710001
Normal
0.2
CPT0078670001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0079000001
Normal
0.2
CPT0009080003
Normal
0.2
CPT0006950001
Normal
0.2
CPT0089480003
Normal
0.2
CPT0017850003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0010120001
Normal
0.2
CPT0088630003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0012290003
Normal
0.2
CPT0087050003
Normal
0.2
CPT0078940001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0026420001
Normal
0.2
CPT0010170001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0001510001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0015730003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0077310003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0065930003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0069160003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0006440003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0071150004
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0024670003
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0000640003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0014160003
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0012370003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0012570003
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0012080003
Tumor
-0.1
CPT0000870016
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0021240003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0009060003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0009020003
Normal
-0.2
CPT0026410003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0079510001
Normal
-0.2
CPT0025350003
Tumor
-0.2
CPT0012900004
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0086030003
Tumor
-0.2
CPT0012770003
Normal
-0.2
CPT0025290003
Tumor
-0.2
CPT0088690003
Tumor
-0.3
CPT0025880003
Tumor
-0.3
CPT0013790003
Normal
-0.3
CPT0024680001
Normal
-0.3
CPT0006630003
Tumor
-0.3
CPT0015910003
Tumor
-0.3
CPT0076330003
Tumor
-0.3
CPT0092730003
Tumor
-0.3
CPT0017410003
Tumor
-0.3
CPT0002270011
Tumor
-0.4
CPT0078990003
Tumor
-0.4
CPT0079380003
Tumor
-0.4
CPT0069000003
Tumor
-0.4
CPT0078930003
Tumor
-0.4
CPT0023690003
Tumor
-0.4
CPT0078660003
Tumor
-0.4
CPT0010160003
Tumor
-0.4
CPT0065750003
Tumor
-0.4
CPT0081880003
Tumor
-0.4
CPT0064370003
Tumor
-0.5
CPT0089460004
Tumor
-0.5
CPT0089020003
Tumor
-0.5
CPT0012180003
Tumor
-0.5
CPT0006900003
Tumor
-0.5
CPT0063630003
Tumor
-0.6
CPT0088550004
Tumor
-0.6
CPT0078510003
Tumor
-0.7
CPT0065690003
Tumor
-0.7
CPT0001340003
Tumor
-1.0
CPT0079180003
Tumor
-1.2
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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
