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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.
C19orf12 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
30.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
28.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
24.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
23.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
23.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
22.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
21.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
20.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
18.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
18.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
17.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
17.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
17.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
15.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
15.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
14.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
14.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
13.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
13.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
13.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
13.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
13.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
12.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
12.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
12.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
12.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
11.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
11.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
11.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
11.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
11.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
10.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
10.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
10.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
10.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
10.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
10.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
10.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
10.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
10.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
9.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
9.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
9.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
9.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
9.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
8.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
8.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
8.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
8.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
8.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
7.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
7.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
7.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
6.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
6.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
5.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
5.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
5.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
5.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 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.
C19orf12 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
108.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
103.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
44.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
42.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
39.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
29.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
29.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
28.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
28.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
27.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
27.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
27.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
27.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
27.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
25.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
25.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
25.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
25.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
24.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
24.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
24.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
24.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
24.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
24.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
24.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
24.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
23.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
23.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
23.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
23.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
23.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
23.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
23.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
23.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
23.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
23.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
22.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
22.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
22.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
22.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
22.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
22.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
22.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
22.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
22.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
22.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
22.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
22.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
21.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
21.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
21.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
21.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
21.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
21.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
21.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
21.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
20.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
20.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
20.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
20.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
20.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
20.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
20.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
20.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
20.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
20.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
20.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
20.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
20.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
20.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
20.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
20.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
20.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
19.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
19.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
19.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
19.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
19.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
19.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
19.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
19.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
19.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
19.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
19.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
19.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
19.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
19.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
19.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
19.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
19.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
19.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
19.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
19.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
19.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
19.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
18.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
18.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
18.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
18.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
18.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
18.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
18.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
18.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
18.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
18.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
18.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
18.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
18.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
18.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
18.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
18.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
18.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
18.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
18.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
18.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
18.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
17.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
17.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
17.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
17.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
17.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
17.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
17.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
17.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
17.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
17.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
17.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
17.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
17.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
17.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
17.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
17.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
17.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
17.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
17.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
17.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
17.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
17.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
17.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
17.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
17.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
17.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
17.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
17.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
17.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
17.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
16.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
16.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
16.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
16.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
16.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
16.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
16.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
16.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
16.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
16.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
16.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
16.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
16.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
16.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
16.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
16.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
16.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
16.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
16.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
16.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
16.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
16.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
16.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
16.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
16.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
16.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
16.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
16.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
16.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
16.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
16.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
16.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
16.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
16.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
16.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
16.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
16.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
16.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
16.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
16.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
16.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
15.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
15.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
15.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
15.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
15.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
15.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
15.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
15.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
15.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
15.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
15.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
15.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
15.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
15.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
15.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
15.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
15.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
15.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
15.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
15.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
15.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
15.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
15.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
15.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
15.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
15.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
15.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
15.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
15.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
15.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
15.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
15.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
15.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
15.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
15.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
15.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
15.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
15.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
15.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
15.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
15.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
15.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
15.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
15.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
15.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
15.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
14.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
14.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
14.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
14.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
14.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
14.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
14.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
14.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
14.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
14.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
14.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
14.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
14.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
14.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
14.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
14.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
14.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
14.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
14.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
14.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
14.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
14.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
14.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
14.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
14.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
14.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
14.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
14.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
14.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
14.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
14.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
14.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
14.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
14.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
14.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
14.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
14.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
14.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
14.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
14.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
14.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
14.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
14.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
14.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
13.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
13.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
13.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
13.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
13.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
13.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
13.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
13.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
13.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
13.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
13.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
13.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
13.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
13.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
13.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
13.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
13.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
13.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
13.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
13.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
13.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
13.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
13.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
13.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
13.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
13.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
13.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
13.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
13.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
13.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
13.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
13.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
13.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
13.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
13.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
13.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
13.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
13.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
13.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
13.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
13.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
13.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
13.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
12.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
12.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
12.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
12.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
12.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
12.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
12.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
12.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
12.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
12.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
12.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
12.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
12.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
12.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
12.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
12.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
12.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
12.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
12.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
12.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
12.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
12.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
12.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
12.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
12.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
12.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
12.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
12.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
12.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
12.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
12.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
12.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
12.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
12.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
12.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
12.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
12.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
12.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
12.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
12.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
12.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
12.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
12.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
12.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
12.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
12.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
12.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
12.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
12.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
12.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
12.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
11.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
11.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
11.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
11.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
11.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
11.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
11.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
11.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
11.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
11.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
11.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
11.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
11.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
11.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
11.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
11.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
11.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
11.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
11.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
11.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
11.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
11.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
11.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
11.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
11.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
11.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
11.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
11.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
11.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
11.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
11.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
11.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
11.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
11.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
11.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
11.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
11.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
11.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
11.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
11.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
10.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
10.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
10.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
10.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
10.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
10.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
10.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
10.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
10.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
10.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
10.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
10.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
10.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
10.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
10.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
10.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
10.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
10.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
10.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
10.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
10.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
10.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
10.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
10.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
10.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
10.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
10.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
10.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
10.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
10.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
9.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
9.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
9.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
9.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
9.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
9.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
9.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
9.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
9.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
9.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
9.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
9.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
9.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
9.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
9.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
9.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
9.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
9.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
9.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
9.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
9.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
9.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
8.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
8.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
8.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
8.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
8.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
8.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
8.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
8.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
8.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
8.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
7.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
7.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
7.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
7.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
7.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
7.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
7.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
7.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
6.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
6.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
6.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
6.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
6.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
5.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
5.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
5.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
5.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
C19orf12 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
20.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
172.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
39.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
39.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
36.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
34.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
34.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
34.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
29.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
29.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
29.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
29.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
28.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
28.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
26.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
25.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
25.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
25.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
25.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
24.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
24.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
23.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
22.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
22.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
22.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
22.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
21.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
21.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
21.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
20.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
20.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
20.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
20.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
20.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
20.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
20.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
20.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
20.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
20.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
19.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
19.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
19.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
19.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
19.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
18.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
18.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
18.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
18.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
18.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
18.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
17.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
17.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
17.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
17.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
17.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
17.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
17.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
16.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
16.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
16.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
16.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
16.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
16.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
16.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
16.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
15.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
15.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
15.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
15.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
15.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
15.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
14.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
14.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
14.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
14.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
14.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
14.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
14.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
14.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
13.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
13.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
13.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
13.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
13.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
13.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
12.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
12.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
11.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
11.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
9.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
8.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 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.
C19orf12 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
11.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
70.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
66.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
59.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
49.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
39.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
38.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
28.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
27.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
25.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
24.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
23.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
22.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
22.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
22.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
22.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
21.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
21.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
20.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
19.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
19.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
18.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
18.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
18.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
17.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
17.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
16.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
16.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
16.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
16.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
16.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
16.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
15.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
15.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
15.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
15.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
15.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
15.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
15.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
15.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
15.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
14.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
14.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
14.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
14.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
14.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
14.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
14.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
14.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
14.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
13.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
13.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
13.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
13.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
13.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
13.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
13.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
13.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
13.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
13.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
13.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
13.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
13.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
13.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
13.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
12.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
12.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
12.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
12.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
12.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
12.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
12.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
12.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
12.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
12.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
12.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
12.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
12.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
12.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
12.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
12.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
12.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
12.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
12.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
12.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
12.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
12.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
12.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
12.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
11.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
11.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
11.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
11.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
11.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
11.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
11.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
11.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
11.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
11.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
11.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
11.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
11.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
11.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
11.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
11.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
11.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
11.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
11.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
11.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
11.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
11.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
10.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
10.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
10.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
10.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
10.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
10.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
10.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
10.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
10.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
10.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
10.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
10.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
10.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
10.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
10.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
10.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
10.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
10.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
10.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
10.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
10.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
10.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
10.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
10.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
10.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
10.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
10.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
10.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
9.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
9.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
9.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
9.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
9.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
9.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
9.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
9.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
9.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
9.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
9.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
9.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
9.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
9.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
9.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
9.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
9.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
9.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
9.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
9.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
9.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
9.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
9.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
9.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
9.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
9.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
9.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
9.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
8.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
8.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
8.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
8.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
8.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
8.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
8.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
8.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
8.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
8.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
8.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
8.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
8.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
8.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
8.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
8.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
8.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
8.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
8.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
8.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
8.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
8.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
8.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
8.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
8.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
8.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
8.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
8.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
8.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
8.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
8.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
8.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
8.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
7.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
7.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
7.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
7.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
7.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
7.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
7.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
7.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
7.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
7.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
7.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
7.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
7.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
7.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
7.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
7.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
7.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
7.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
7.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
7.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
7.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
7.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
7.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
7.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
7.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
7.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
7.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
7.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
7.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
7.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
7.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
7.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
7.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
7.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
7.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
6.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
6.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
6.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
6.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
6.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
6.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
6.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
6.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
6.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
5.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
5.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
5.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
5.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
5.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
5.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
5.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
5.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
5.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
5.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
5.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
5.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
5.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
4.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
4.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
4.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
4.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
4.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
4.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
4.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
3.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
2.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088970003
Tumor
2.4
CPT0076350001
Normal
0.8
CPT0088780001
Normal
0.8
CPT0006950001
Normal
0.8
CPT0025610001
Normal
0.8
CPT0012570003
Normal
0.8
CPT0078840001
Normal
0.8
CPT0077140001
Normal
0.7
CPT0088480003
Tumor
0.7
CPT0012770003
Normal
0.6
CPT0081620001
Normal
0.6
CPT0088710001
Normal
0.6
CPT0012090003
Normal
0.6
CPT0065450001
Normal
0.6
CPT0001350001
Normal
0.6
CPT0088920001
Normal
0.5
CPT0092800003
Normal
0.5
CPT0079430001
Normal
0.5
CPT0017450001
Normal
0.5
CPT0000790001
Normal
0.5
CPT0020020001
Normal
0.5
CPT0000890001
Normal
0.5
CPT0009080003
Normal
0.5
CPT0023710001
Normal
0.5
CPT0086890003
Normal
0.4
CPT0002270011
Tumor
0.4
CPT0007870001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0078670001
Normal
0.4
CPT0018250001
Normal
0.4
CPT0089040001
Normal
0.4
CPT0026420001
Normal
0.4
CPT0092740003
Normal
0.4
CPT0010170001
Normal
0.4
CPT0013790003
Normal
0.4
CPT0075570001
Normal
0.4
CPT0006730001
Normal
0.4
CPT0078940001
Normal
0.4
CPT0012920003
Normal
0.3
CPT0012290003
Normal
0.3
CPT0089480003
Normal
0.3
CPT0087050003
Normal
0.3
CPT0064400001
Normal
0.3
CPT0025060001
Normal
0.3
CPT0069160003
Tumor
0.3
CPT0023360001
Normal
0.3
CPT0066430001
Normal
0.3
CPT0009020003
Normal
0.3
CPT0088500001
Normal
0.3
CPT0020130001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0007470001
Normal
0.3
CPT0079000001
Normal
0.3
CPT0077310003
Tumor
0.2
CPT0092310003
Normal
0.2
CPT0014130001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0024680001
Normal
0.2
CPT0086970003
Normal
0.2
CPT0001180009
Tumor
0.2
CPT0006530001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0014350001
Normal
0.2
CPT0069010001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0024670003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0015730003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0069190001
Normal
0.1
CPT0025920001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0078660003
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0010110003
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0023350003
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0011240003
Tumor
-0.1
CPT0078530001
Normal
-0.1
CPT0079180003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0012900004
Tumor
-0.1
CPT0077490003
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0079480003
Tumor
-0.2
CPT0078990003
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0081990003
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0001220008
Tumor
-0.2
CPT0021240003
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0071150004
Tumor
-0.2
CPT0001540009
Tumor
-0.2
CPT0077110003
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0078800003
Tumor
-0.2
CPT0010120001
Normal
-0.3
CPT0019990003
Tumor
-0.3
CPT0026410003
Tumor
-0.3
CPT0066470004
Tumor
-0.3
CPT0009060003
Tumor
-0.3
CPT0086950003
Tumor
-0.3
CPT0001260009
Tumor
-0.3
CPT0017410003
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0006440003
Tumor
-0.3
CPT0014450004
Tumor
-0.4
CPT0066480003
Tumor
-0.4
CPT0006630003
Tumor
-0.4
CPT0081880003
Tumor
-0.4
CPT0012670003
Tumor
-0.4
CPT0012180003
Tumor
-0.4
CPT0065430003
Tumor
-0.4
CPT0025230003
Tumor
-0.4
CPT0092190003
Normal
-0.4
CPT0012640003
Normal
-0.4
CPT0025880003
Tumor
-0.4
CPT0001500009
Tumor
-0.4
CPT0079380003
Tumor
-0.4
CPT0075560003
Tumor
-0.4
CPT0084590001
Normal
-0.4
CPT0078830003
Tumor
-0.4
CPT0075130003
Tumor
-0.4
CPT0089020003
Tumor
-0.4
CPT0079230003
Tumor
-0.4
CPT0025290003
Tumor
-0.4
CPT0085670003
Tumor
-0.5
CPT0088760003
Tumor
-0.5
CPT0084560003
Tumor
-0.5
CPT0023690003
Tumor
-0.5
CPT0092290003
Tumor
-0.5
CPT0092160003
Tumor
-0.5
CPT0075720003
Tumor
-0.5
CPT0025170003
Tumor
-0.5
CPT0019130003
Tumor
-0.5
CPT0063630003
Tumor
-0.5
CPT0086820003
Tumor
-0.5
CPT0009000003
Tumor
-0.5
CPT0001270001
Normal
-0.5
CPT0017850003
Tumor
-0.5
CPT0010160003
Tumor
-0.5
CPT0012370003
Tumor
-0.5
CPT0088630003
Tumor
-0.5
CPT0001340003
Tumor
-0.5
CPT0081600003
Tumor
-0.6
CPT0092730003
Tumor
-0.6
CPT0079510001
Normal
-0.6
CPT0025580004
Tumor
-0.6
CPT0006900003
Tumor
-0.6
CPT0000780007
Tumor
-0.6
CPT0079410003
Tumor
-0.6
CPT0065870003
Tumor
-0.6
CPT0092790003
Tumor
-0.6
CPT0079300001
Normal
-0.6
CPT0065930003
Tumor
-0.7
CPT0076330003
Tumor
-0.7
CPT0065690003
Tumor
-0.7
CPT0088550004
Tumor
-0.7
CPT0025350003
Tumor
-0.7
CPT0000640003
Tumor
-0.8
CPT0088900003
Tumor
-0.8
CPT0012550003
Tumor
-0.8
CPT0011410003
Tumor
-0.9
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
