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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.
PRRC1 is potential prognostic, high expression is unfavorable 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
21.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
48.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
43.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
43.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
43.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
36.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
36.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
36.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
35.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
35.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
34.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
33.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
33.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
32.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
31.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
31.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
27.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
25.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
25.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
25.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
25.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
24.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
23.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
22.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
22.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
20.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
20.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
20.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
19.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
19.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
19.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
19.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
18.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
18.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
18.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
17.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
16.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
16.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
16.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
15.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
15.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
15.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
15.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
14.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
14.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
14.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
13.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
13.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
13.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
13.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
12.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
12.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
12.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
12.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
12.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
11.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
11.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
10.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
9.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
8.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
8.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
8.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
6.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
PRRC1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
25.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
106.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
90.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
58.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
57.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
53.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
52.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
48.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
46.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
46.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
45.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
44.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
44.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
44.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
43.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
42.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
42.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
42.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
42.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
42.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
41.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
41.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
41.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
41.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
40.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
40.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
40.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
40.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
40.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
39.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
39.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
39.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
39.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
39.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
38.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
38.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
38.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
38.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
38.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
38.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
38.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
38.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
38.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
38.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
38.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
37.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
37.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
37.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
37.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
37.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
37.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
37.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
36.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
36.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
36.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
36.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
36.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
36.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
36.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
36.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
36.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
36.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
35.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
35.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
35.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
35.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
35.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
35.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
35.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
35.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
35.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
35.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
35.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
35.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
34.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
34.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
34.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
34.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
34.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
34.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
34.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
34.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
34.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
33.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
33.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
33.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
33.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
33.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
33.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
33.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
33.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
33.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
33.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
32.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
32.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
32.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
32.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
32.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
32.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
32.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
32.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
32.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
32.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
32.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
32.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
32.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
32.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
32.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
32.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
31.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
31.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
31.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
31.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
31.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
31.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
31.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
31.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
31.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
31.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
31.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
31.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
31.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
31.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
31.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
31.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
31.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
31.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
31.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
31.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
31.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
31.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
31.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
31.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
31.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
31.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
31.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
31.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
31.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
30.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
30.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
30.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
30.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
30.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
30.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
30.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
30.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
30.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
30.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
30.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
30.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
30.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
30.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
30.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
30.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
30.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
30.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
30.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
30.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
30.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
30.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
30.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
29.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
29.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
29.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
29.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
29.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
29.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
29.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
29.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
29.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
29.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
29.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
29.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
29.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
29.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
29.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
29.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
28.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
28.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
28.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
28.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
28.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
28.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
28.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
28.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
28.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
28.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
28.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
28.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
28.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
28.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
28.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
28.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
28.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
28.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
28.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
28.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
28.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
28.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
28.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
28.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
28.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
28.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
27.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
27.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
27.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
27.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
27.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
27.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
27.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
27.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
27.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
27.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
27.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
27.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
27.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
27.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
27.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
27.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
27.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
27.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
27.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
26.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
26.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
26.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
26.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
26.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
26.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
26.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
26.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
26.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
26.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
26.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
26.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
26.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
26.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
26.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
26.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
26.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
25.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
25.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
25.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
25.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
25.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
25.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
25.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
25.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
25.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
25.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
25.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
25.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
25.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
25.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
25.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
25.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
25.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
25.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
25.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
25.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
25.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
25.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
25.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
24.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
24.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
24.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
24.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
24.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
24.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
24.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
24.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
24.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
24.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
24.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
24.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
24.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
24.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
24.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
24.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
24.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
24.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
24.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
24.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
24.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
24.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
24.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
24.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
24.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
23.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
23.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
23.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
23.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
23.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
23.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
23.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
23.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
23.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
23.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
23.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
23.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
23.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
23.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
23.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
23.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
23.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
23.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
23.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
23.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
23.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
23.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
23.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
22.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
22.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
22.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
22.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
22.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
22.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
22.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
22.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
22.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
22.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
22.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
22.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
22.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
22.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
22.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
22.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
22.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
22.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
22.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
22.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
22.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
22.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
22.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
22.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
22.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
21.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
21.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
21.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
21.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
21.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
21.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
21.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
21.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
21.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
21.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
21.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
21.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
21.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
21.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
21.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
21.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
21.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
21.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
21.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
21.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
21.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
21.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
20.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
20.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
20.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
20.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
20.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
20.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
20.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
20.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
20.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
20.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
20.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
20.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
20.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
20.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
20.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
20.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
20.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
19.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
19.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
19.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
19.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
19.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
19.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
19.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
19.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
19.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
19.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
19.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
19.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
19.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
19.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
19.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
19.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
19.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
19.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
18.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
18.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
18.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
18.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
18.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
18.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
18.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
18.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
18.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
18.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
18.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
18.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
17.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
17.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
17.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
17.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
17.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
17.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
17.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
17.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
17.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
17.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
17.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
17.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
16.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
16.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
16.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
16.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
16.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
16.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
16.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
16.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
16.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
16.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
16.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
16.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
16.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
16.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
15.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
15.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
15.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
15.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
15.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
15.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
15.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
15.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
15.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
15.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
15.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
15.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
15.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
15.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
15.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
15.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
15.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
15.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
15.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
15.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
15.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
14.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
14.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
14.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
14.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
14.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
14.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
14.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
14.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
14.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
14.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
14.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
14.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
14.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
14.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
13.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
13.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
13.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
13.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
13.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
13.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
13.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
13.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
13.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
13.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
13.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
13.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
13.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
13.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
13.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
13.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
12.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
12.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
12.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
12.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
12.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
12.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
11.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
11.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
11.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
11.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
11.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
10.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
10.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
10.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
10.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
10.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
9.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
9.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
9.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
8.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
8.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
8.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
7.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
7.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRRC1 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
28.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
63.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
45.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
41.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
40.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
39.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
38.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
38.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
38.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
38.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
37.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
37.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
37.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
36.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
36.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
35.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
35.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
35.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
34.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
34.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
34.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
34.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
34.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
34.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
33.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
33.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
33.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
32.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
31.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
31.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
31.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
31.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
31.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
31.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
30.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
30.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
30.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
30.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
30.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
29.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
29.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
29.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
29.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
28.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
28.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
28.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
28.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
28.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
28.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
28.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
28.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
28.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
27.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
27.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
27.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
27.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
27.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
27.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
27.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
27.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
26.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
26.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
26.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
26.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
26.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
26.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
26.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
25.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
25.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
25.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
25.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
25.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
25.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
25.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
24.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
24.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
24.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
24.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
24.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
23.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
23.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
23.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
23.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
22.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
22.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
22.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
21.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
21.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
21.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
20.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
20.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
20.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
20.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
17.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
16.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
16.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
15.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
14.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
PRRC1 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
18.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
98.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
78.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
75.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
73.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
41.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
41.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
41.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
40.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
39.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
39.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
39.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
39.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
37.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
37.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
36.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
36.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
35.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
34.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
34.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
33.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
33.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
32.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
32.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
32.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
32.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
31.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
31.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
31.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
31.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
31.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
31.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
31.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
30.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
29.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
29.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
29.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
28.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
28.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
28.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
27.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
27.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
27.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
27.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
27.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
27.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
27.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
27.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
26.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
26.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
26.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
26.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
26.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
26.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
25.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
25.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
24.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
24.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
24.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
24.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
24.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
23.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
23.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
23.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
23.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
23.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
23.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
23.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
23.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
22.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
22.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
22.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
22.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
22.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
22.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
22.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
22.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
22.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
21.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
21.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
21.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
21.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
21.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
20.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
20.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
20.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
20.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
20.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
20.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
20.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
20.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
20.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
20.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
20.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
19.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
19.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
19.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
19.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
19.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
19.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
19.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
19.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
18.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
18.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
18.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
18.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
18.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
18.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
18.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
18.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
18.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
18.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
18.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
18.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
18.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
17.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
17.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
17.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
17.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
17.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
17.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
17.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
17.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
17.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
17.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
17.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
16.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
16.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
16.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
16.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
16.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
16.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
16.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
16.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
16.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
15.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
15.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
15.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
15.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
15.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
15.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
15.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
15.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
15.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
15.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
15.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
15.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
15.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
15.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
15.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
15.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
15.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
15.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
15.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
15.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
15.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
15.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
15.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
15.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
14.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
14.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
14.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
14.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
14.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
14.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
14.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
14.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
14.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
14.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
13.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
13.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
13.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
13.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
13.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
13.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
13.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
13.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
13.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
13.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
13.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
13.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
13.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
13.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
13.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
12.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
12.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
12.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
12.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
12.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
12.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
12.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
12.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
12.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
12.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
12.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
12.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
12.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
12.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
12.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
12.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
12.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
12.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
11.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
11.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
11.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
11.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
11.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
11.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
11.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
11.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
11.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
11.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
11.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
11.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
11.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
11.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
10.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
10.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
10.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
10.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
10.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
10.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
10.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
10.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
10.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
10.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
10.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
9.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
9.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
9.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
9.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
9.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
9.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
9.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
9.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
9.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
9.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
9.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
9.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
9.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
9.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
9.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
9.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
8.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
8.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
8.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
8.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
8.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
8.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
8.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
8.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
8.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
8.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
8.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
8.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
8.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
7.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
7.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
7.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
7.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
7.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
7.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
7.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
6.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
6.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
6.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
6.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
6.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
6.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
6.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
5.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002350011
Tumor
1.3
CPT0086820003
Tumor
1.0
CPT0079270003
Tumor
0.8
CPT0015730003
Tumor
0.8
CPT0012550003
Tumor
0.8
CPT0025110003
Tumor
0.7
CPT0001180009
Tumor
0.6
CPT0088550004
Tumor
0.5
CPT0002270011
Tumor
0.5
CPT0076330003
Tumor
0.5
CPT0025880003
Tumor
0.5
CPT0012180003
Tumor
0.5
CPT0007320003
Tumor
0.5
CPT0086870003
Tumor
0.5
CPT0078660003
Tumor
0.5
CPT0065430003
Tumor
0.5
CPT0023350003
Tumor
0.5
CPT0012900004
Tumor
0.4
CPT0081880003
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0069160003
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0001340003
Tumor
0.4
CPT0000870016
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0075130003
Tumor
0.2
CPT0079180003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0078800003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0084560003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0020130001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0079380003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0001500009
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0092730003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0001190001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0079430001
Normal
0.0
CPT0084590001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0026410003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0081620001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0018250001
Normal
0.0
CPT0009000003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0078940001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0077140001
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0006440003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0010120001
Normal
0.0
CPT0071150004
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0092190003
Normal
0.0
CPT0077320001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0063320003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0065930003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0065690003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0011410003
Tumor
-0.1
CPT0017850003
Tumor
-0.1
CPT0007870001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0000640003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0088760003
Tumor
-0.1
CPT0077490003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0092740003
Normal
-0.2
CPT0011240003
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0075170001
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0025170003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0066480003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0075720003
Tumor
-0.2
CPT0075560003
Tumor
-0.2
CPT0086030003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0088970003
Tumor
-0.3
CPT0012080003
Tumor
-0.3
CPT0025230003
Tumor
-0.3
CPT0015910003
Tumor
-0.3
CPT0088630003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0023690003
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0010160003
Tumor
-0.4
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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
